Victor Manuel Patiño Alvarez
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Victor Manuel Patiño Alvarez has a total of 225 co-authors. Here are the top co-authors by number of shared publications:
- Vahram Chavushyan
Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE)
38 shared publications - Nicola Masetti
INAF – Osservatorio di Astrofisica e Scienza dello Spazio
10 shared publications - Alfredo Amador-Portes
Instituto Nacional de Astrofísica, Óptica y Electrónica, Luis Enrique Erro #1, Tonantzintla Puebla, C.P. 72840, México;
8 shared publications - Alessandro Paggi
Università degli Studi di Torino
7 shared publications E. Jiménez-Bailón
Universidad Nacional Autónoma de México, Apartado Postal 70-264, 04510 México D.F., Mexico
7 shared publications- Francesco Massaro
Università degli Studi di Torino
7 shared publications
Latest Publications
- Open Access
- 3 November 2026
- Published by American Astronomical Society in The Astrophysical Journal
- Vol. 1011 (2) , 196
Unveiling the Emission Mechanisms of Blazar PKS 1510−089. III. Relationship between the γ -Ray Variability and the Parsec-scale Jet
Over a 17 yr period, we analyze the multiwavelength relationship in the blazar PKS 1510-089, utilizing γ -ray, multifrequency radio (15, 43, and 230 GHz), optical spectra, and photometric data. Spearman rank correlations suggest that γ -ray production is cospatial with the 43 GHz quasi-stationary core (Q0), while the remaining decoupled from the 15 GHz core ( K 0) due to frequency-dependent opacity. A kinematic analysis identified nine superluminal components (Q2 − Q10) and a stationary feature (Q1) at ∼2.0 pc that we interpret as a downstream accelerator. To investigate the long-term evolution of jet opacity and flaring dynamics, we performed a time-resolved cross correlation analysis by dividing the dataset into four temporal epochs characterized by distinct quiescent γ -ray states. These results reveal that the kinematic transitivity of the jet is state dependent: while plasma disturbances propagate through successive τ ∼ 1 surfaces with clear, resolvable delays during quiescent and discrete flaring epochs, massive energy injections act as a low-pass filter, where extreme optical depth and spatial blending temporarily disrupt this kinematic coherence. Finally, the emergence of component Q10 in 2024 as a γ -ray dark event suggests a fundamental restructuring of the radiative environment of the jet following the 2021 high-energy quenching, likely driven by a depletion of external seed photons or enhanced internal γ -ray opacity.
- 3 November 2026
- Published by American Astronomical Society in The Astrophysical Journal
- Vol. 1011 (2) , 196
Open AccessUnveiling the Emission Mechanisms of Blazar PKS 1510−089. III. Relationship between the γ -Ray Variability and the Parsec-scale Jet
Over a 17 yr period, we analyze the multiwavelength relationship in the blazar PKS 1510-089, utilizing γ -ray, multifrequency radio (15, 43, and 230 GHz), optical spectra, and photometric data. Spearman rank correlations suggest that γ -ray production is cospatial with the 43 GHz quasi-stationary core (Q0), while the remaining decoupled from the 15 GHz core ( K 0) due to frequency-dependent opacity. A kinematic analysis identified nine superluminal components (Q2 − Q10) and a stationary feature (Q1) at ∼2.0 pc that we interpret as a downstream accelerator. To investigate the long-term evolution of jet opacity and flaring dynamics, we performed a time-resolved cross correlation analysis by dividing the dataset into four temporal epochs characterized by distinct quiescent γ -ray states. These results reveal that the kinematic transitivity of the jet is state dependent: while plasma disturbances propagate through successive τ ∼ 1 surfaces with clear, resolvable delays during quiescent and discrete flaring epochs, massive energy injections act as a low-pass filter, where extreme optical depth and spatial blending temporarily disrupt this kinematic coherence. Finally, the emergence of component Q10 in 2024 as a γ -ray dark event suggests a fundamental restructuring of the radiative environment of the jet following the 2021 high-energy quenching, likely driven by a depletion of external seed photons or enhanced internal γ -ray opacity.
- Open Access
- 27 August 2026
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 552 (1)
Unveiling the Eigenvector 1 sequence in BZQ blazars – I. Mg ii and ultraviolet Fe ii emission in the UV main sequence
We investigate the location of flat-spectrum radio quasars confirmed as blazars (BZQ-C), Fanaroff–Riley type II radio-loud (RL) quasars (FRII-Q), and radio non-detected quasars within the ultraviolet (UV) Eigenvector 1 (E1) plane defined by the Mg ii line width (FWHM$_{{\rm Mg\, {\small II}}}$) and the UV Fe ii strength ($R_{\rm Fe \,{\small II}}$ UV). This represents the first systematic comparison of BZQ blazars with their proposed parent population in the UV E1 framework. To minimize selection biases, we construct statistically representative control subsamples and perform matched-subsample analyses in redshift and Mg ii luminosity. Population differences are assessed using one- and two-dimensional non-parametric tests, including the Kolmogorov–Smirnov, Anderson–Darling, Mann–Whitney U, and Fasano–Franceschini statistics. We find that the three active galactic nucleus (AGN) populations occupy statistically distinct regions of the UV E1 plane. The dominant separation is driven by FWHM$_{{\rm Mg\, {\small II}}}$, with BZQ blazars systematically exhibiting narrower line profiles than FR ii-Q quasars, while radio non-detected quasars lie between both populations. In contrast, $R_{\rm Fe\, {\small II}}$ UV provides only limited discrimination between the RL subclasses, although it separates radio-loud from radio non-detected quasars at the population level. The observed ordering demonstrates that the UV E1 plane preserves the physical sequence expected from RL AGN unification. Inclination-dependent projection provides a natural first-order explanation for the Mg ii line-width ordering. Additional differences in intrinsic BLR structure or accretion properties may contribute to the observed distributions, although the present analysis does not allow these effects to be separated independently from orientation.- 27 August 2026
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 552 (1)
Open AccessUnveiling the Eigenvector 1 sequence in BZQ blazars – I. Mg ii and ultraviolet Fe ii emission in the UV main sequence
We investigate the location of flat-spectrum radio quasars confirmed as blazars (BZQ-C), Fanaroff–Riley type II radio-loud (RL) quasars (FRII-Q), and radio non-detected quasars within the ultraviolet (UV) Eigenvector 1 (E1) plane defined by the Mg ii line width (FWHM$_{{\rm Mg\, {\small II}}}$) and the UV Fe ii strength ($R_{\rm Fe \,{\small II}}$ UV). This represents the first systematic comparison of BZQ blazars with their proposed parent population in the UV E1 framework. To minimize selection biases, we construct statistically representative control subsamples and perform matched-subsample analyses in redshift and Mg ii luminosity. Population differences are assessed using one- and two-dimensional non-parametric tests, including the Kolmogorov–Smirnov, Anderson–Darling, Mann–Whitney U, and Fasano–Franceschini statistics. We find that the three active galactic nucleus (AGN) populations occupy statistically distinct regions of the UV E1 plane. The dominant separation is driven by FWHM$_{{\rm Mg\, {\small II}}}$, with BZQ blazars systematically exhibiting narrower line profiles than FR ii-Q quasars, while radio non-detected quasars lie between both populations. In contrast, $R_{\rm Fe\, {\small II}}$ UV provides only limited discrimination between the RL subclasses, although it separates radio-loud from radio non-detected quasars at the population level. The observed ordering demonstrates that the UV E1 plane preserves the physical sequence expected from RL AGN unification. Inclination-dependent projection provides a natural first-order explanation for the Mg ii line-width ordering. Additional differences in intrinsic BLR structure or accretion properties may contribute to the observed distributions, although the present analysis does not allow these effects to be separated independently from orientation. - Open Access
- 1 July 2026
- Published by Universidad Nacional Autonoma de Mexico in Revista Mexicana de Astronomía y Astrofísica
- Vol. 62 (02) , 226-237
The Phenomenological Nature of Quasar-type Blazars (BZQ). I. Revisiting the Flat-Spectrum Paradigm
We re-evaluated 610 sources classified as flat-spectrum radio quasars (FSRQs) in the 5th edition of the Roma-BZCAT. Optical spectra from SDSS DR16 confirmed broad emission lines within 0.11 ≤ 𝑧 ≤ 5.28. To assess their blazar-like behaviour, we combined ZTF optical variability with radio morphologies from FIRST, LOFAR, and VLBI, defining Confirmed, Possible, and Non-Confirmed BZQs. The rest-frame 1.4–10 GHz radio spectra were homogenized and fitted using error-weighted power laws. We show that the scheme of Park et al. (2013) often misclassifies nearly flat spectra as inverted and some prominent steep spectra as flat. Using the individual uncertainty 𝜎𝛼,𝑖 , we classify spectra as flat if |𝛼𝑖 | ≤ 2𝜎𝛼,𝑖 , prominently steep if 𝛼𝑖 > 2𝜎𝛼,𝑖 , and inverted if 𝛼𝑖 < −2𝜎𝛼,𝑖 . This criterion, defined source by source and intended as a phenomenological classification for this sample, better reflects the observed spectral shapes and confirms that most BZQs are consistent with being flat within the measurement precision, although a non-negligible fraction departs from a strict flatness. We also classify full spectral morphologies as power-law, peaked, retriggered-peaked, or inverted-peaked, which are associated with distinct jet processes and activity cycles. Approximately 60% of the sources with at least two decades of frequency coverage exhibited retriggered-peaked spectra, suggesting recurrent jet activity. The observed diversity indicates that the label “flat-spectrum radio quasar” does not fully describe this population and that the more general term BZQ may better reflect its phenomenological diversity.
- 1 July 2026
- Published by Universidad Nacional Autonoma de Mexico in Revista Mexicana de Astronomía y Astrofísica
- Vol. 62 (02) , 226-237
Open AccessThe Phenomenological Nature of Quasar-type Blazars (BZQ). I. Revisiting the Flat-Spectrum Paradigm
We re-evaluated 610 sources classified as flat-spectrum radio quasars (FSRQs) in the 5th edition of the Roma-BZCAT. Optical spectra from SDSS DR16 confirmed broad emission lines within 0.11 ≤ 𝑧 ≤ 5.28. To assess their blazar-like behaviour, we combined ZTF optical variability with radio morphologies from FIRST, LOFAR, and VLBI, defining Confirmed, Possible, and Non-Confirmed BZQs. The rest-frame 1.4–10 GHz radio spectra were homogenized and fitted using error-weighted power laws. We show that the scheme of Park et al. (2013) often misclassifies nearly flat spectra as inverted and some prominent steep spectra as flat. Using the individual uncertainty 𝜎𝛼,𝑖 , we classify spectra as flat if |𝛼𝑖 | ≤ 2𝜎𝛼,𝑖 , prominently steep if 𝛼𝑖 > 2𝜎𝛼,𝑖 , and inverted if 𝛼𝑖 < −2𝜎𝛼,𝑖 . This criterion, defined source by source and intended as a phenomenological classification for this sample, better reflects the observed spectral shapes and confirms that most BZQs are consistent with being flat within the measurement precision, although a non-negligible fraction departs from a strict flatness. We also classify full spectral morphologies as power-law, peaked, retriggered-peaked, or inverted-peaked, which are associated with distinct jet processes and activity cycles. Approximately 60% of the sources with at least two decades of frequency coverage exhibited retriggered-peaked spectra, suggesting recurrent jet activity. The observed diversity indicates that the label “flat-spectrum radio quasar” does not fully describe this population and that the more general term BZQ may better reflect its phenomenological diversity.
- Open Access
- 19 January 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 705, A181
Catching the 2021 γ -ray flare in the blazar TXS 2013+370
The γ -ray–loud blazar TXS 2013+370, a powerful multiwavelength emitter at z = 0.859, underwent an exceptional gigaelectron volt outburst in late 2020 to early 2021. In this work, we present full polarization VLBI imaging at 22, 43, and 86 GHz (11 February 2021) together with contemporaneous single-dish monitoring (OVRO 15 GHz; SMA 226 GHz) and Fermi –LAT light curves to localize the high-energy dissipation site and probe the magnetic field of the inner jet. The images enabled us to study the jet structure and field topology on sub-parsec scales, revealing a compact near-core knot at r ≃ 40 − 60 μas along with the gigaelectron volt (GeV) flare and a flat core-dominated spectrum ( α ≳ −0.5). The core has strong linear polarization and exhibits a ∼50° electric vector polarization angle rotation at 86 GHz. The pixel-based and integrated fits we employed yielded a high, uniform rotation measure, RM = (7.8 ± 0.2)×10 4 rad m −2 , consistent with an external Faraday screen. Performing a cross-correlation of Fermi –LAT and 15 GHz light curves revealed a highly significant peak, with the γ rays leading by Δ t = (102 ± 12) d. Adopting β app = 4.2 ± 0.5 and θ = 4.1° ±0.2° implies a de-projected separation of Δ r γ − 15 = (2.71 ± 0.47) pc and locates the GeV emission between the jet apex and ∼0.42 pc (in the 1 σ range) downstream. Our results do not pinpoint the emission site; rather, they support two valid scenarios. The γ -ray production occurs within the broad-line region (∼0.07 pc), where external-Compton scatters optical/UV photons to γ -rays, and beyond the broad-line region, reaching ∼0.42 pc (1 σ ) within the inner parsecs, where external-Compton scattering of dusty-torus infrared photons dominates. Both scenarios are compatible in the allowed range of emission distances, while opacity-driven core shifts modulate the observed radio– γ delay without requiring large relocations of the dissipation zone.
- 19 January 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 705, A181
Open AccessCatching the 2021 γ -ray flare in the blazar TXS 2013+370
The γ -ray–loud blazar TXS 2013+370, a powerful multiwavelength emitter at z = 0.859, underwent an exceptional gigaelectron volt outburst in late 2020 to early 2021. In this work, we present full polarization VLBI imaging at 22, 43, and 86 GHz (11 February 2021) together with contemporaneous single-dish monitoring (OVRO 15 GHz; SMA 226 GHz) and Fermi –LAT light curves to localize the high-energy dissipation site and probe the magnetic field of the inner jet. The images enabled us to study the jet structure and field topology on sub-parsec scales, revealing a compact near-core knot at r ≃ 40 − 60 μas along with the gigaelectron volt (GeV) flare and a flat core-dominated spectrum ( α ≳ −0.5). The core has strong linear polarization and exhibits a ∼50° electric vector polarization angle rotation at 86 GHz. The pixel-based and integrated fits we employed yielded a high, uniform rotation measure, RM = (7.8 ± 0.2)×10 4 rad m −2 , consistent with an external Faraday screen. Performing a cross-correlation of Fermi –LAT and 15 GHz light curves revealed a highly significant peak, with the γ rays leading by Δ t = (102 ± 12) d. Adopting β app = 4.2 ± 0.5 and θ = 4.1° ±0.2° implies a de-projected separation of Δ r γ − 15 = (2.71 ± 0.47) pc and locates the GeV emission between the jet apex and ∼0.42 pc (in the 1 σ range) downstream. Our results do not pinpoint the emission site; rather, they support two valid scenarios. The γ -ray production occurs within the broad-line region (∼0.07 pc), where external-Compton scatters optical/UV photons to γ -rays, and beyond the broad-line region, reaching ∼0.42 pc (1 σ ) within the inner parsecs, where external-Compton scattering of dusty-torus infrared photons dominates. Both scenarios are compatible in the allowed range of emission distances, while opacity-driven core shifts modulate the observed radio– γ delay without requiring large relocations of the dissipation zone.
- Open Access
- 9 January 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 705, A83
The relationship between the emission line, continuum luminosity, and Baldwin effect in blazars
Aims. This study investigates the relationship between the Mg II λ 2798 Å emission line and the 3000 Å continuum luminosity, as well as the Baldwin effect, in a sample of 40’,685 radio-quiet (RQ) quasars and 441 flat spectrum radio quasars (FSRQs). Methods. We performed a comprehensive re-evaluation of the Mg II-3000 Å correlation, explicitly accounting for dispersion introduced by active galactic nucleus (AGN) variability. After excluding > 3000 radio-loud sources, we employed a binning technique to mitigate variability effects, yielding a refined empirical relation. We also further examined the nonthermal dominance (NTD) parameter, to investigate the dominant source of the continuum. Results. Our analysis reveals statistically significant differences in the slopes of the line-continuum luminosity relation between RQ quasars and FSRQs, with a parallel discrepancy in the Baldwin effect. These findings imply either (1) intrinsic differences in the accretion disk spectra of RQ AGNs and FSRQs or (2) jet-induced continuum emission in FSRQs contributing to broad line region (BLR) ionization. We also find that a substantial fraction of both RQ quasars (43.8%) and blazars (55.5%) exhibit NTD < 1. For blazars, this suggests that the accretion disk alone cannot fully explain BLR ionization. On the other hand, we interpret NTD < 1 in radio-quiet quasars as a signature of several physical mechanisms: anomalies in the BLR structure (such as outflow or inflows), time lags between continuum and line variations, and the suppression of the UV continuum by a strong corona that diverts accretion power. Finally, we demonstrate that the Baldwin effect naturally emerges from the line-continuum luminosity relationship, requiring no additional physical mechanism to explain its origin.
- 9 January 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 705, A83
Open AccessThe relationship between the emission line, continuum luminosity, and Baldwin effect in blazars
Aims. This study investigates the relationship between the Mg II λ 2798 Å emission line and the 3000 Å continuum luminosity, as well as the Baldwin effect, in a sample of 40’,685 radio-quiet (RQ) quasars and 441 flat spectrum radio quasars (FSRQs). Methods. We performed a comprehensive re-evaluation of the Mg II-3000 Å correlation, explicitly accounting for dispersion introduced by active galactic nucleus (AGN) variability. After excluding > 3000 radio-loud sources, we employed a binning technique to mitigate variability effects, yielding a refined empirical relation. We also further examined the nonthermal dominance (NTD) parameter, to investigate the dominant source of the continuum. Results. Our analysis reveals statistically significant differences in the slopes of the line-continuum luminosity relation between RQ quasars and FSRQs, with a parallel discrepancy in the Baldwin effect. These findings imply either (1) intrinsic differences in the accretion disk spectra of RQ AGNs and FSRQs or (2) jet-induced continuum emission in FSRQs contributing to broad line region (BLR) ionization. We also find that a substantial fraction of both RQ quasars (43.8%) and blazars (55.5%) exhibit NTD < 1. For blazars, this suggests that the accretion disk alone cannot fully explain BLR ionization. On the other hand, we interpret NTD < 1 in radio-quiet quasars as a signature of several physical mechanisms: anomalies in the BLR structure (such as outflow or inflows), time lags between continuum and line variations, and the suppression of the UV continuum by a strong corona that diverts accretion power. Finally, we demonstrate that the Baldwin effect naturally emerges from the line-continuum luminosity relationship, requiring no additional physical mechanism to explain its origin.
- Open Access
Exploring Emission Line Variability and Jet-Broad Line Region Interaction in the Blazar TON 599
Blazars, a highly variable Active Galactic Nuclei (AGNs) subclass, provide a unique opportunity to explore the physical processes within their relativistic jets and emission regions. In this study, we investigate the multiwavelength variability of the blazar TON 599, a Flat Spectrum Radio Quasar (FSRQ), with a particular emphasis on its emission line behavior. We focus on the Mg II $λ$2798 Å emission line, a key tracer of the ionized gas in the broad-line region (BLR), and its role in jet-induced variability. In addition to optical emission lines, we analyze gamma-rays (0.1-300 GeV), X-rays (0.2-10 keV), optical continuum ($λ$3000 Å), optical polarization, and millimeter-wavelength light curves. Three cross-correlation methods are employed to investigate temporal relationships between the emission line and continuum across various wavelengths. Using the Non-Thermal Dominance (NTD) parameter, our analysis confirms that synchrotron emission dominates the continuum during active states, highlighting the jet's primary role in the observed variability. The Mg II emission line exhibits quasi-simultaneous variability with the optical continuum, suggesting photoionization driven by the jet's non-thermal radiation. Additionally, the minimal time lag between gamma-ray and optical/near-ultraviolet emissions supports a synchrotron self-Compton origin for the most variable component of the gamma-ray emission. These findings highlight the importance of emission line variability and multiwavelength observations in constraining the interaction between jets and the BLR in blazars. The results contribute to a deeper understanding of AGN emission mechanisms and the complex interplay between jets and their surrounding environments.
Open AccessExploring Emission Line Variability and Jet-Broad Line Region Interaction in the Blazar TON 599
Blazars, a highly variable Active Galactic Nuclei (AGNs) subclass, provide a unique opportunity to explore the physical processes within their relativistic jets and emission regions. In this study, we investigate the multiwavelength variability of the blazar TON 599, a Flat Spectrum Radio Quasar (FSRQ), with a particular emphasis on its emission line behavior. We focus on the Mg II $λ$2798 Å emission line, a key tracer of the ionized gas in the broad-line region (BLR), and its role in jet-induced variability. In addition to optical emission lines, we analyze gamma-rays (0.1-300 GeV), X-rays (0.2-10 keV), optical continuum ($λ$3000 Å), optical polarization, and millimeter-wavelength light curves. Three cross-correlation methods are employed to investigate temporal relationships between the emission line and continuum across various wavelengths. Using the Non-Thermal Dominance (NTD) parameter, our analysis confirms that synchrotron emission dominates the continuum during active states, highlighting the jet's primary role in the observed variability. The Mg II emission line exhibits quasi-simultaneous variability with the optical continuum, suggesting photoionization driven by the jet's non-thermal radiation. Additionally, the minimal time lag between gamma-ray and optical/near-ultraviolet emissions supports a synchrotron self-Compton origin for the most variable component of the gamma-ray emission. These findings highlight the importance of emission line variability and multiwavelength observations in constraining the interaction between jets and the BLR in blazars. The results contribute to a deeper understanding of AGN emission mechanisms and the complex interplay between jets and their surrounding environments.
- Open Access
The Relationship Between Emission Line and Continuum Luminosity and the Baldwin Effect in Blazars. I. The Case of the Mg II λ2798 Å Emission Line
Aims. This study investigates the relationship between the Mg II λ2798 Å emission line and the 3000 Å continuum luminosity, as well as the Baldwin Effect, in a sample of 40,685 radio-quiet (RQ) quasars and 441 Flat Spectrum Radio Quasars (FSRQs). Methods. We perform a comprehensive re-evaluation of the Mg II-3000 Å correlation, explicitly accounting for dispersion introduced by AGN variability. After excluding >3000 radio-loud sources, we employ a binning technique to mitigate variability effects, yielding a refined empirical relation. We also further examine the Non-Thermal Dominance (NTD) parameter, to investigate the dominant source of the continuum. Results. Our analysis reveals statistically significant differences in the slopes of the line-continuum luminosity relation between RQ quasars and FSRQs, with a parallel discrepancy in the Baldwin Effect. These findings imply either (1) intrinsic differences in the accretion disk spectra of RQ AGNs and FSRQs or (2) jet-induced continuum emission in FSRQs contributing to Broad Line Region (BLR) ionization. We also found that a substantial fraction of both RQ quasars (43.8\%) and blazars (55.5\%) exhibit NTD < 1. For blazars, this suggests that the accretion disk alone cannot fully explain BLR ionization; while we interpret NTD < 1 in radio-quiet quasars as a signature of several physical mechanisms: anomalies in the BLR structure (such as outflow or inflows), time lags between continuum and line variations, and the suppression of the UV continuum by a strong corona that diverts accretion power. Finally, we demonstrate that the Baldwin Effect emerges naturally from the line-continuum luminosity relationship, requiring no additional physical mechanism to explain its origin
Open AccessThe Relationship Between Emission Line and Continuum Luminosity and the Baldwin Effect in Blazars. I. The Case of the Mg II λ2798 Å Emission Line
Aims. This study investigates the relationship between the Mg II λ2798 Å emission line and the 3000 Å continuum luminosity, as well as the Baldwin Effect, in a sample of 40,685 radio-quiet (RQ) quasars and 441 Flat Spectrum Radio Quasars (FSRQs). Methods. We perform a comprehensive re-evaluation of the Mg II-3000 Å correlation, explicitly accounting for dispersion introduced by AGN variability. After excluding >3000 radio-loud sources, we employ a binning technique to mitigate variability effects, yielding a refined empirical relation. We also further examine the Non-Thermal Dominance (NTD) parameter, to investigate the dominant source of the continuum. Results. Our analysis reveals statistically significant differences in the slopes of the line-continuum luminosity relation between RQ quasars and FSRQs, with a parallel discrepancy in the Baldwin Effect. These findings imply either (1) intrinsic differences in the accretion disk spectra of RQ AGNs and FSRQs or (2) jet-induced continuum emission in FSRQs contributing to Broad Line Region (BLR) ionization. We also found that a substantial fraction of both RQ quasars (43.8\%) and blazars (55.5\%) exhibit NTD < 1. For blazars, this suggests that the accretion disk alone cannot fully explain BLR ionization; while we interpret NTD < 1 in radio-quiet quasars as a signature of several physical mechanisms: anomalies in the BLR structure (such as outflow or inflows), time lags between continuum and line variations, and the suppression of the UV continuum by a strong corona that diverts accretion power. Finally, we demonstrate that the Baldwin Effect emerges naturally from the line-continuum luminosity relationship, requiring no additional physical mechanism to explain its origin