{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"76aeaa197361","filters":{"venue":"Photochem"}},"results":[{"id":"W4387461827","doi":"10.3390/photochem3040024","title":"Photocatalytic Degradation of Methylene Blue by Magnetic Opal/Fe3O4 Colloidal Crystals under Visible Light Irradiation","year":2023,"lang":"en","type":"article","venue":"Photochem","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Photocatalysis; Methylene blue; Materials science; Visible spectrum; Adsorption; Chemical engineering; Degradation (telecommunications); Irradiation; Nanoparticle; Colloidal crystal; Band gap; Colloid; Magnetite; Crystal (programming language); Photochemistry; Catalysis; Nanotechnology; Chemistry; Optoelectronics; Organic chemistry; Metallurgy","authors":[{"name":"Abraham Jorge Carmona-Carmona","is_ca":false},{"name":"Enrique Sánchez-Mora","is_ca":false},{"name":"Jesús Ivan Peña Flores","is_ca":false},{"name":"César Márquez‐Beltrán","is_ca":false},{"name":"Dolores Castañeda-Antonio","is_ca":false},{"name":"Marlén Alexis González-Reyna","is_ca":false},{"name":"María C. Barrera","is_ca":false},{"name":"Khashayar Misaghian","is_ca":true},{"name":"J. E. Lugo","is_ca":true},{"name":"M. Toledo-Solano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01462475340405357,"gpt":0.2444325588088874,"spread":0.2298078054048338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008538191,0.000208941,0.0001432674,0.0001183233,0.00009898051,0.0002163676,0.0001702492,0.0002244097,0.000364995],"category_scores_gemma":[0.00009854711,0.0001188419,0.0001557713,0.00008456602,0.0001526983,0.0001735905,0.0001557664,0.0002451712,0.0001379548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719795,"about_ca_system_score_gemma":0.0001696374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009633725,"about_ca_topic_score_gemma":0.002633225,"domain_scores_codex":[0.9999145,0.000006976304,0.000004855266,0.0000176313,0.0000352791,0.00002064245],"domain_scores_gemma":[0.9999484,0.000009529727,0.00001530983,0.000004854166,0.00001462634,0.000007274573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001347608,0.000004120187,0.00004502157,0.00001759064,0.000001762933,0.00001837253,0.000005034802,0.00002849164,0.9994266,0.0000190372,0.000006507235,0.0004139484],"study_design_scores_gemma":[0.000001699272,0.00002328835,0.0003145759,7.940212e-7,0.000003483314,0.00001973046,0.000006214127,0.0004741171,0.9988985,0.000005479786,0.0002510157,0.000001167985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995699,0.0005305405,0.002623447,0.0000399574,0.00001271547,0.000007944238,0.00004167611,0.00004246067,0.001002233],"genre_scores_gemma":[0.9958682,0.0002778264,0.00257761,0.00001340454,0.000004721823,0.000006343245,0.00004297987,0.000009962892,0.001198952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009633725,"threshold_uncertainty_score":0.001915574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323032203","doi":"10.3390/photochem3010010","title":"Insights into the Machine Learning Predictions of the Optical Response of Plasmon@Semiconductor Core-Shell Nanocylinders","year":2023,"lang":"en","type":"article","venue":"Photochem","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Plasmon; Nanomaterials; Materials science; Nanorod; Convolutional neural network; Semiconductor; Nanotechnology; Nanophotonics; Optoelectronics; Optics; Computer science; Artificial intelligence; Physics","authors":[{"name":"Ehsan Vahidzadeh","is_ca":true},{"name":"Karthik Shankar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03049330624590568,"gpt":0.2562812564569479,"spread":0.2257879502110423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004957793,0.0004342306,0.0001933577,0.0002654666,0.0001232552,0.0002789887,0.0003658655,0.0004634168,0.0008195384],"category_scores_gemma":[0.0015385,0.0002231277,0.0002732508,0.0001154212,0.0004147038,0.0007274307,0.0002278725,0.0006336207,0.000105509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007924926,"about_ca_system_score_gemma":0.0004432761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506066,"about_ca_topic_score_gemma":0.002932115,"domain_scores_codex":[0.9999232,0.0000216828,0.000003219579,0.00001851401,0.00001977927,0.00001357719],"domain_scores_gemma":[0.9995759,0.0002979271,0.00004657316,0.00002970438,0.00003463249,0.00001515133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004839975,0.00005717865,0.002159357,0.0000649776,0.00002281113,0.00008190901,0.00004218824,0.9374506,0.03699203,0.01350222,0.0003160245,0.009262281],"study_design_scores_gemma":[9.182664e-7,0.000003923184,0.0001615191,0.000001005391,7.687124e-7,0.000003627529,0.00000176784,0.996159,0.002062445,0.00156614,0.00003761563,0.000001234467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5489511,0.0003142768,0.4416913,0.001083103,0.00004557148,0.00003344351,0.0002019684,0.0006328305,0.007046383],"genre_scores_gemma":[0.9841889,0.0001018917,0.01477799,0.00004726839,0.000005781817,0.00001317419,0.00005082371,0.00001941879,0.0007949249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002506066,"threshold_uncertainty_score":0.005749941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283806013","doi":"10.3390/photochem2030035","title":"Pharmaceutical Micropollutant Treatment with UV–LED/TiO2 Photocatalysis under Various Lighting and Matrix Conditions","year":2022,"lang":"en","type":"article","venue":"Photochem","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photocatalysis; Reaction rate constant; Titanium dioxide; Environmental impact of pharmaceuticals and personal care products; Degradation (telecommunications); Membrane; Catalysis; Photodegradation; Reaction rate; Chemical engineering; Chemistry; Water treatment; Solvent; Materials science; Kinetics; Environmental engineering; Wastewater; Organic chemistry; Composite material; Environmental science","authors":[{"name":"Monika R. Snowdon","is_ca":true},{"name":"Robert Liang","is_ca":true},{"name":"Jocelyn C. Van Leeuwen","is_ca":true},{"name":"Olivia M. Schneider","is_ca":true},{"name":"Abrar Khan","is_ca":false},{"name":"Lena C.M. Li Chun Fong","is_ca":true},{"name":"Y. Zhou","is_ca":true},{"name":"Mark R. Servos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01613941358659787,"gpt":0.311655148839894,"spread":0.2955157352532961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000242738,0.000464823,0.0002677433,0.0002569263,0.000265697,0.0003376263,0.0001914328,0.000366312,0.001206649],"category_scores_gemma":[0.0003204657,0.000236589,0.0004484115,0.0002792418,0.0001558582,0.000301948,0.0001805788,0.0005518353,0.0002773968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003352798,"about_ca_system_score_gemma":0.0002586127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001494934,"about_ca_topic_score_gemma":0.002476634,"domain_scores_codex":[0.9997966,0.00002396182,0.00001828058,0.00005816896,0.00005619271,0.00004692923],"domain_scores_gemma":[0.9998646,0.0000397796,0.00003892802,0.00001116525,0.00003144746,0.00001396928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003910729,0.000009630535,0.00003724032,0.00002588778,0.000003669344,0.00001614897,0.00001222603,0.00003903433,0.9990827,0.0000079177,0.00001222393,0.0007141946],"study_design_scores_gemma":[0.000001309977,0.00008442545,0.0003044813,0.000001172301,0.000005486839,0.00001947564,0.000005495878,0.0001600519,0.9992155,0.000003119195,0.0001976389,0.000001843817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990796,0.001657329,0.005368473,0.00005973762,0.00003292226,0.00008346679,0.0003648055,0.0001360924,0.001501078],"genre_scores_gemma":[0.9784045,0.001890026,0.01587182,0.00006946869,0.00001900518,0.0001208622,0.0003215354,0.00007807247,0.003224712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001494934,"threshold_uncertainty_score":0.004036605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402484341","doi":"10.3390/photochem4030024","title":"Cyanobacterial Pigments as Natural Photosensitizers for Dye-Sensitized Solar Cells","year":2024,"lang":"en","type":"article","venue":"Photochem","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer; Universidad de la República Uruguay; University of Warwick; Agencia Nacional de Investigación e Innovación; Université Laval","keywords":"Dye-sensitized solar cell; Pigment; Xanthophyll; Dielectric spectroscopy; Brown seaweed; Cyanobacteria; Carotenoid; Materials science; Chemical engineering; Chemistry; Titanium oxide; Photochemistry; Electrochemistry; Algae; Botany; Electrode; Food science; Organic chemistry; Biology; Bacteria","authors":[{"name":"Tatiana Montagni","is_ca":false},{"name":"M.I. Ávila","is_ca":false},{"name":"Sofía Fernández","is_ca":false},{"name":"Sylvia Bonilla","is_ca":false},{"name":"Marı́a Fernanda Cerdá","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009108491752148824,"gpt":0.2494609489183274,"spread":0.2403524571661786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002560968,0.0003551509,0.000269811,0.0002996898,0.0002563904,0.0003315209,0.0002548628,0.0002351885,0.0005749456],"category_scores_gemma":[0.000231796,0.0001129573,0.0001865832,0.0003435957,0.0001693518,0.000199912,0.000326116,0.0003504656,0.0001806097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004811291,"about_ca_system_score_gemma":0.0004027123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184298,"about_ca_topic_score_gemma":0.003450961,"domain_scores_codex":[0.999739,0.0000418805,0.00002568262,0.00003381658,0.0001256109,0.00003407359],"domain_scores_gemma":[0.9998993,0.00001948661,0.0000139132,0.000009839386,0.00003412145,0.00002336191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001055906,0.000005106839,0.0001245395,0.00002983297,0.00000167844,0.00001464112,0.000007522254,0.00006669539,0.9992478,0.00004494441,0.000008823389,0.0004378348],"study_design_scores_gemma":[0.000003460965,0.00004712205,0.0009299532,0.000004163004,0.000005128343,0.00002435751,0.00001356121,0.0003439212,0.9980422,0.00001869316,0.0005647411,0.000002661232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990496,0.001562732,0.005492041,0.00008221764,0.0000274971,0.0001009652,0.0004374202,0.00007540903,0.00172568],"genre_scores_gemma":[0.9910678,0.0008383841,0.006946509,0.00002903127,0.000003727907,0.00004714564,0.0002430056,0.00002323959,0.0008010559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001184298,"threshold_uncertainty_score":0.003490865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210339317","doi":"10.3390/photochem2010008","title":"UV Photolysis Study of Para-Aminobenzoic Acid Using Parahydrogen Matrix Isolated Spectroscopy","year":2022,"lang":"en","type":"article","venue":"Photochem","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Photochemistry; Chemistry; Fourier transform infrared spectroscopy; Matrix isolation; Radical; Spectroscopy; Irradiation; Adduct; Infrared spectroscopy; Spin isomers of hydrogen; Absorption spectroscopy; Photodissociation; Photodegradation; Hydrogen; Organic chemistry; Photocatalysis; Catalysis","authors":[{"name":"Alexandra McKinnon","is_ca":true},{"name":"Brendan Moore","is_ca":true},{"name":"Pavle Djuricanin","is_ca":true},{"name":"Takamasa Momose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01971987542045747,"gpt":0.2727292096109555,"spread":0.2530093341904981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001139663,0.0002711481,0.0001562651,0.0001885918,0.0001295167,0.0001558328,0.0002029432,0.0002902024,0.001060893],"category_scores_gemma":[0.0001164187,0.000155984,0.0002552944,0.0002125993,0.0001292807,0.0002554154,0.0001235989,0.0004222023,0.0002634173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119783,"about_ca_system_score_gemma":0.0001266629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005995273,"about_ca_topic_score_gemma":0.0006939049,"domain_scores_codex":[0.9998994,0.00001100482,0.000003388107,0.00002677369,0.0000398824,0.0000195297],"domain_scores_gemma":[0.9999053,0.00001837791,0.00003124087,0.000006077466,0.00003157183,0.00000740227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002589295,0.000007773991,0.0001078852,0.00003211146,0.00000292508,0.00001818335,0.00001256655,0.00006088491,0.9988856,0.00002477258,0.00001003915,0.0008114165],"study_design_scores_gemma":[0.000002286137,0.0001343943,0.001196392,0.000002505412,0.000006789062,0.00005789224,0.00002088723,0.0006859166,0.997463,0.00001250041,0.0004140087,0.000003415351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917291,0.002094887,0.004694426,0.00003674317,0.00001871839,0.00001693181,0.000119545,0.00003138069,0.001258392],"genre_scores_gemma":[0.9937279,0.001347274,0.003634213,0.00002292644,0.000006929188,0.00001243708,0.0001122371,0.00001245615,0.001123564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001060893,"threshold_uncertainty_score":0.003549099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390705622","doi":"10.3390/photochem4010002","title":"Survey of T1 and T2 Energies of Intramolecular Singlet Fission Chromophores","year":2024,"lang":"en","type":"article","venue":"Photochem","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; Rheinische Friedrich-Wilhelms-Universität Bonn; China Scholarship Council; York University","keywords":"Singlet fission; Intramolecular force; Chromophore; Singlet state; Fission; Photochemistry; Chemistry; Chemical physics; Physics; Atomic physics; Nuclear physics; Excited state; Stereochemistry; Neutron","authors":[{"name":"Guoying Yao","is_ca":true},{"name":"Zhenyu Yang","is_ca":false},{"name":"Tao Zeng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01159228206831055,"gpt":0.263172911580498,"spread":0.2515806295121875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008027457,0.0007348652,0.0004692965,0.001989771,0.00117318,0.0006899978,0.001020053,0.001025463,0.005939594],"category_scores_gemma":[0.0009633453,0.000484831,0.0006438147,0.001603241,0.0008212372,0.0009855551,0.0009641286,0.001188903,0.0005010042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008744785,"about_ca_system_score_gemma":0.0005409595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132386,"about_ca_topic_score_gemma":0.001577436,"domain_scores_codex":[0.9996991,0.0000435967,0.00001166855,0.00004617448,0.0001119095,0.00008753781],"domain_scores_gemma":[0.9995019,0.0002389291,0.00005957095,0.00007423729,0.00008160465,0.00004373368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001156931,0.0006074381,0.02481564,0.003069925,0.0003349874,0.001877634,0.0008393345,0.2350362,0.1888219,0.4097987,0.006901514,0.1267398],"study_design_scores_gemma":[0.0001853907,0.0007589674,0.03292517,0.0005786764,0.0002694876,0.001317756,0.0009325004,0.6994535,0.1016199,0.1375974,0.02411584,0.0002455063],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8976716,0.009710507,0.03602988,0.0008497459,0.00008800209,0.00005331863,0.0006330268,0.0004442501,0.05451972],"genre_scores_gemma":[0.9913915,0.002520245,0.003834813,0.0001003376,0.0000184636,0.00006968009,0.0004499756,0.00008904275,0.001525902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005939594,"threshold_uncertainty_score":0.01986992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}