{"meta":{"query_hash":"364c73fcf9bc","filters":{"venue":"Imaging Science and Photochemistry"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/364c73fcf9bc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Imaging+Science+and+Photochemistry"},"results":[{"id":"W2359325896","doi":"","title":"Thiol-Vinyl Silizane Polymerized by UV","year":2008,"lang":"en","type":"article","venue":"Imaging Science and Photochemistry","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Polymerization; Degree of unsaturation; Arrhenius equation; Polymer chemistry; Chemistry; Alkyl; Photochemistry; Differential scanning calorimetry; Kinetics; Activation energy; Thiol; Polymer; Organic chemistry","score_opus":0.006844180251122188,"score_gpt":0.24018440743746747,"score_spread":0.23334022718634528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2359325896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919024,0.00043401925,0.0058437963,0.000031412106,0.000023928835,0.000014235407,0.00006275628,0.00011811245,0.0015694067],"genre_scores_gemma":[0.99318063,0.0003491978,0.003125132,0.000022483915,0.000008813783,0.000012484811,0.00009846294,0.000032079144,0.003170801],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999429,0.000005243899,0.0000027274764,0.000016253589,0.000016878796,0.00001598653],"domain_scores_gemma":[0.9999385,0.000012300055,0.000022330883,0.0000057935017,0.000010889016,0.0000102757285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010487798,0.00031817303,0.00014254516,0.0001275064,0.000104039864,0.00018262345,0.00010787383,0.00018329037,0.0017392905],"category_scores_gemma":[0.000116689676,0.00012783582,0.00017019504,0.0001064179,0.00013481229,0.0002633696,0.00009578239,0.00043036384,0.00028165063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012272141,0.000003818942,0.000022430699,0.000013297737,0.000001211628,0.0000076233105,0.0000050328463,0.000036654656,0.9993261,0.000031551404,0.0000065258137,0.0005334999],"study_design_scores_gemma":[0.0000013277433,0.000040462386,0.00021738253,6.224663e-7,0.000001912716,0.000014794209,0.000002247894,0.00021421285,0.99916434,0.000010350337,0.00033123526,0.0000011251165],"about_ca_topic_score_codex":0.00024751943,"about_ca_topic_score_gemma":0.0003090553,"teacher_disagreement_score":0.0017392905,"about_ca_system_score_codex":0.00014718442,"about_ca_system_score_gemma":0.00011943901,"threshold_uncertainty_score":0.005818486},"labels":[],"label_agreement":null},{"id":"W2375549421","doi":"","title":"The Applications of Carbon Nanotubes in Electrical and Optical Nanobiosensor","year":2011,"lang":"en","type":"article","venue":"Imaging Science and Photochemistry","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Carbon nanotube; Biomolecule; Biosensor; Nanotechnology; Materials science; Electron transfer; Raman spectroscopy; Covalent bond; Adsorption; Electrochemistry; Carbon nanobud; Optical properties of carbon nanotubes; Electrode; Chemistry; Nanotube; Photochemistry; Organic chemistry","score_opus":0.004881216138170912,"score_gpt":0.20143559240497866,"score_spread":0.19655437626680775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375549421","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032248687,0.8351114,0.097068764,0.0033930736,0.0021112855,0.000116371964,0.00008978553,0.0001897427,0.029670864],"genre_scores_gemma":[0.24130872,0.6405273,0.09778953,0.00193933,0.0023536726,0.0001554079,0.00013107316,0.00004117377,0.01575388],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963,0.000083381245,0.000027174916,0.000057036712,0.00017878543,0.000023716177],"domain_scores_gemma":[0.9997694,0.00010296281,0.000025572777,0.0000121365365,0.00007115007,0.000018698027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044084826,0.00043077776,0.00030340382,0.00095727335,0.00032006443,0.0005808522,0.0003223996,0.0010837659,0.00075016316],"category_scores_gemma":[0.0004312704,0.00026065175,0.0002640885,0.00076933985,0.0006663339,0.0006641906,0.00045390535,0.0006046711,0.0005781118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103232844,0.000111104746,0.0010995563,0.002787404,0.000050246173,0.0011918907,0.00026448054,0.0045394152,0.54902744,0.052881736,0.005385988,0.38255748],"study_design_scores_gemma":[0.000016759459,0.00049946236,0.0020824263,0.0005934278,0.000055158496,0.004356095,0.00014814643,0.0094113145,0.39331985,0.029427884,0.55995506,0.00013452362],"about_ca_topic_score_codex":0.00031689246,"about_ca_topic_score_gemma":0.0005246471,"teacher_disagreement_score":0.0010837659,"about_ca_system_score_codex":0.0004504712,"about_ca_system_score_gemma":0.0002349216,"threshold_uncertainty_score":0.0032684803},"labels":[],"label_agreement":null},{"id":"W2375626477","doi":"","title":"Studies on the Interaction of DNA with Tryptamine Modified Hypocrellin and its Rare Earth Metal Coordination Polymers","year":2013,"lang":"en","type":"article","venue":"Imaging Science and Photochemistry","topic":"DNA and Nucleic Acid Chemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Chemistry; Circular dichroism; Moiety; Fluorescence; Intercalation (chemistry); Intramolecular force; Crystallography; Polymer; DNA; G-quadruplex; Stacking; Absorption spectroscopy; Stereochemistry; Photochemistry; Inorganic chemistry; Organic chemistry","score_opus":0.012698618658060315,"score_gpt":0.25400981812121937,"score_spread":0.24131119946315904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375626477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977077,0.00059494225,0.0010499497,0.00002357892,0.0000057231127,0.0000110696965,0.000057777805,0.000017552604,0.0005315996],"genre_scores_gemma":[0.99588567,0.00042432535,0.0020935014,0.000034355853,0.0000038370517,0.00001775157,0.00015814939,0.000010001183,0.0013724994],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988806,0.000021290587,0.0000058198343,0.0000305204,0.000029215347,0.00002506081],"domain_scores_gemma":[0.99984276,0.000050295093,0.00005297246,0.000007146414,0.000022723541,0.000024077734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119481396,0.0002597648,0.00016860403,0.00008153255,0.0001176355,0.00011350042,0.00021637048,0.00025292163,0.00069417217],"category_scores_gemma":[0.00019709292,0.00010149319,0.00017436668,0.00013780383,0.00013396551,0.000132606,0.00011441876,0.000289363,0.00015050152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044655044,0.000012550844,0.00012538838,0.000042798867,0.000005715196,0.000026246114,0.000023207996,0.000076472206,0.99892503,0.000018891229,0.000009595894,0.0006895303],"study_design_scores_gemma":[0.000004669294,0.0003529711,0.002189284,0.000003613919,0.000009821721,0.00008371559,0.000024744466,0.00060109445,0.99597424,0.000008799316,0.0007422417,0.000004884496],"about_ca_topic_score_codex":0.0005026095,"about_ca_topic_score_gemma":0.00044208323,"teacher_disagreement_score":0.00069417217,"about_ca_system_score_codex":0.000115927076,"about_ca_system_score_gemma":0.00007346674,"threshold_uncertainty_score":0.0023222566},"labels":[],"label_agreement":null},{"id":"W2376231746","doi":"","title":"Spectroscopic Study on the Interaction of Metal Complexes of Hypocrellin A with Human Serum Albumin","year":2010,"lang":"en","type":"article","venue":"Imaging Science and Photochemistry","topic":"Protein Interaction Studies and Fluorescence Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Human serum albumin; Electron paramagnetic resonance; Chemistry; Quenching (fluorescence); Excited state; Metal; Photochemistry; Electron transfer; Fluorescence; Resonance (particle physics); Nuclear magnetic resonance; Organic chemistry; Biochemistry","score_opus":0.011580609157787955,"score_gpt":0.2995080149440616,"score_spread":0.2879274057862736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376231746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955035,0.0005658459,0.0029342643,0.00007571757,0.000008606103,0.000010912937,0.000045497163,0.000036919115,0.00081877364],"genre_scores_gemma":[0.9972851,0.00016602459,0.0016917713,0.000042444757,0.0000046713435,0.000009231865,0.00008360391,0.0000055979194,0.0007116034],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986374,0.000038105907,0.0000061472897,0.000029763753,0.000038550894,0.000023663428],"domain_scores_gemma":[0.9998528,0.000038259514,0.0000469265,0.000009004252,0.00003222816,0.00002078393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015123721,0.00020855453,0.00013171164,0.0001586993,0.0002014956,0.00012986566,0.00030355077,0.00033589598,0.00073722657],"category_scores_gemma":[0.00026697834,0.00009764545,0.00018002302,0.00015694644,0.0001460719,0.00014907171,0.00014412595,0.00032439627,0.00013098882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006703487,0.00001779562,0.00019354,0.000023664727,0.0000058637406,0.000022168055,0.00002325666,0.000050338356,0.99900264,0.00006166802,0.000020831118,0.0005112661],"study_design_scores_gemma":[0.0000115651455,0.00020292886,0.004124614,0.000004156133,0.000013089301,0.00023097557,0.000036570116,0.0022757177,0.99215454,0.000040109222,0.00089900004,0.0000066049915],"about_ca_topic_score_codex":0.0008026941,"about_ca_topic_score_gemma":0.00033129982,"teacher_disagreement_score":0.0008026941,"about_ca_system_score_codex":0.00016205956,"about_ca_system_score_gemma":0.000080254824,"threshold_uncertainty_score":0.0024662614},"labels":[],"label_agreement":null},{"id":"W2386766461","doi":"10.7517/j.issn.1674-0475.2011.03.181","title":"Synthesis of Isoalloxazine Modified C_(60)-polypropylene Acid and Its Interaction with DNA","year":2011,"lang":"en","type":"article","venue":"Imaging Science and Photochemistry","topic":"Fullerene Chemistry and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Photochemistry; Chemistry; Moiety; Photoinduced electron transfer; Atom-transfer radical-polymerization; Aniline; Acrylic acid; Conjugated system; Electron transfer; Radical ion; Fluorescence spectroscopy; Absorption spectroscopy; Polymer chemistry; Fluorescence; Polymerization; Organic chemistry; Ion; Polymer; Copolymer","score_opus":0.0191416673634362,"score_gpt":0.2442589623768355,"score_spread":0.2251172950133993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386766461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97185576,0.0037305395,0.019978108,0.000112395406,0.00009275925,0.00020340264,0.000465181,0.00020457046,0.003357218],"genre_scores_gemma":[0.9713814,0.0018929269,0.020432433,0.00006585268,0.00002646643,0.0001575021,0.00051829603,0.00002590156,0.0054992624],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998847,0.00001088049,0.00000978424,0.00003593174,0.00003466949,0.000024000707],"domain_scores_gemma":[0.9999219,0.000008554281,0.000025291336,0.000008932618,0.000012284399,0.00002302899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011834128,0.00043480226,0.00025281965,0.00017635459,0.00015545035,0.00015979471,0.00026942184,0.0004048964,0.0012498928],"category_scores_gemma":[0.00014352567,0.00016312044,0.00036242057,0.00024712304,0.0000982698,0.0002471916,0.0002119672,0.00033149947,0.00058403367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020233862,0.000013727066,0.000033481847,0.000048416045,0.0000036211675,0.000031819258,0.00000635964,0.00008908625,0.9977512,0.00006961831,0.000016594488,0.0019160253],"study_design_scores_gemma":[0.000008194753,0.00022723847,0.00059124513,0.0000029710666,0.000008870305,0.00009862692,0.000004339055,0.00036154946,0.9964641,0.00001847484,0.0022079735,0.000006423854],"about_ca_topic_score_codex":0.00029660907,"about_ca_topic_score_gemma":0.000295317,"teacher_disagreement_score":0.0012498928,"about_ca_system_score_codex":0.00016963204,"about_ca_system_score_gemma":0.00011646635,"threshold_uncertainty_score":0.004181266},"labels":[],"label_agreement":null},{"id":"W2977603627","doi":"","title":"Encapsulate Porphyrin or Fullerene Derivatives in PMADQUAT/PSt-PAA Polyion Complex Aggregates for Enhanced Singlet Oxygen Yields","year":2013,"lang":"en","type":"article","venue":"Imaging Science and Photochemistry","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Photosensitizer; Singlet oxygen; Chemistry; Dynamic light scattering; Porphyrin; Copolymer; Polymer chemistry; Atom-transfer radical-polymerization; Photochemistry; Cationic polymerization; Polystyrene; Benzophenone; Polymerization; Polymer; Oxygen; Materials science; Organic chemistry; Nanoparticle","score_opus":0.021777056471191984,"score_gpt":0.2706013785250932,"score_spread":0.2488243220539012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977603627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99356234,0.00044570086,0.0048993165,0.00004696945,0.000013959581,0.00003122955,0.00009017553,0.00010870618,0.00080158585],"genre_scores_gemma":[0.9934929,0.00036585765,0.004117703,0.000023925551,0.000007024439,0.000036802026,0.00011591071,0.00003542201,0.0018044581],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991107,0.0000070878705,0.000007941862,0.00002609182,0.00002333542,0.00002433373],"domain_scores_gemma":[0.99992216,0.000011485955,0.00002457388,0.000009878988,0.000012066371,0.000019913332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000108141605,0.0003472761,0.00020045831,0.00018777933,0.00012025992,0.00025833354,0.00016051812,0.00024963636,0.00076109805],"category_scores_gemma":[0.00012135381,0.00014549917,0.00018462905,0.00020979346,0.00012148082,0.00027685438,0.0002348636,0.00036318996,0.00030318374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023406392,0.000012270771,0.000034661294,0.000015821466,0.0000028287848,0.000019624873,0.000009246418,0.00010085083,0.99884677,0.00005855241,0.000018182178,0.0008577194],"study_design_scores_gemma":[0.000006128409,0.000059948063,0.00039780836,0.0000018169404,0.000008954961,0.00002428039,0.0000034101733,0.0010892644,0.99778676,0.000013865615,0.0006048495,0.0000029337345],"about_ca_topic_score_codex":0.00041017815,"about_ca_topic_score_gemma":0.0005260051,"teacher_disagreement_score":0.00076109805,"about_ca_system_score_codex":0.00025829094,"about_ca_system_score_gemma":0.00014636818,"threshold_uncertainty_score":0.0025461316},"labels":[],"label_agreement":null}]}