{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"65aebe60cfd8","filters":{"venue":"Arts et sciences"}},"results":[{"id":"W4320925589","doi":"10.21494/iste.op.2023.0924","title":"Créativité assistée par ordinateur : composer la musique d’un film en utilisant uniquement sa courbe de luminosité extraite automatiquement","year":2023,"lang":"fr","type":"article","venue":"Arts et sciences","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Art","authors":[{"name":"Felipe Ariani","is_ca":false},{"name":"Marcelo Oliveira Caetano","is_ca":true},{"name":"Javier Gimeno","is_ca":false},{"name":"Ivan Magrin‐Chagnolleau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07183748967039418,"gpt":0.3527138469414132,"spread":0.280876357271019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006227918,0.0007708743,0.0003825577,0.0003220654,0.0005944929,0.002075508,0.0008428776,0.0009970878,0.0124664],"category_scores_gemma":[0.001672603,0.0003292698,0.0003898506,0.0002386243,0.001109638,0.002173686,0.001724352,0.0008203463,0.002535352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567057,"about_ca_system_score_gemma":0.0002693669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009228877,"about_ca_topic_score_gemma":0.001517672,"domain_scores_codex":[0.9996823,0.00006275779,0.00001139371,0.00008975016,0.0001119704,0.00004174678],"domain_scores_gemma":[0.9996948,0.0001196693,0.00002222244,0.00005989568,0.00005785656,0.00004568601],"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":[0.0005190514,0.00009142151,0.0008578838,0.0009343715,0.00007324812,0.000750275,0.006841835,0.002896995,0.6079084,0.02006451,0.005697219,0.3533649],"study_design_scores_gemma":[0.0001538058,0.001370833,0.008143721,0.0005665016,0.00026759,0.004385587,0.004497433,0.03838961,0.4466313,0.01014786,0.4851929,0.0002528326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2522894,0.004195223,0.6208028,0.002068261,0.001394718,0.0004313426,0.0002384889,0.004125314,0.1144544],"genre_scores_gemma":[0.6145923,0.002941543,0.2958538,0.0006400216,0.0002790474,0.0001998018,0.0002340562,0.0008561178,0.08440342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0124664,"threshold_uncertainty_score":0.04170424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415517622","doi":"10.21494/iste.op.2025.6773","title":"Hexagram : un acteur majeur du développement de la recherche-création au Québec","year":2025,"lang":"fr","type":"article","venue":"Arts et sciences","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Limiting; Historical heritage","authors":[{"name":"Nadia Seraiocco","is_ca":false},{"name":"Sofian Audry","is_ca":false},{"name":"Alice Jarry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5964515269222959,"gpt":0.4483038685993632,"spread":0.1481476583229326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00408251,0.000494652,0.0003419818,0.001602037,0.007503319,0.006244321,0.001246815,0.001264669,0.03676031],"category_scores_gemma":[0.005720177,0.0003522864,0.0004087123,0.002677035,0.003539036,0.0024958,0.003795795,0.00220555,0.002856323],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04434339,"about_ca_system_score_gemma":0.09850334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9485721,"about_ca_topic_score_gemma":0.95824,"domain_scores_codex":[0.9968599,0.0006171009,0.000064259,0.00038271,0.00140213,0.0006738163],"domain_scores_gemma":[0.9924124,0.001042421,0.0002291356,0.0007224085,0.003186958,0.002406606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003637609,0.0001590192,0.01392022,0.0004848297,0.00005089422,0.0007361256,0.01311187,0.001764115,0.005183644,0.1999094,0.3758725,0.3884437],"study_design_scores_gemma":[0.00002180363,0.00003658703,0.0154928,0.0001348932,0.00001254417,0.0001019764,0.003244189,0.001070946,0.001065316,0.001836882,0.9769402,0.00004182157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1165304,0.01109895,0.03582232,0.07048862,0.002386333,0.0006821699,0.006574086,0.004662385,0.7517548],"genre_scores_gemma":[0.404288,0.004454425,0.02419457,0.003238149,0.0001373987,0.0002918452,0.002113646,0.0007392129,0.5605429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9924967,"threshold_uncertainty_score":0.3217353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}