{"id":"W2945303759","doi":"10.7202/1059826ar","title":"Les images ont chaud!","year":2019,"lang":"fr","type":"article","venue":"Captures","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006801235,0.0002210167,0.0002104759,0.000041378,0.00008271838,0.001381671,0.0004473151,0.0001336927,0.0006780991],"category_scores_gemma":[0.00004281244,0.0001550149,0.000133206,0.000159838,0.0001212251,0.001861628,0.0002351489,0.0001879747,0.001878168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005029179,"about_ca_system_score_gemma":0.0000571418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068052,"about_ca_topic_score_gemma":0.0001201566,"domain_scores_codex":[0.9987721,0.0000357602,0.0001721097,0.0003694174,0.0002275969,0.0004230024],"domain_scores_gemma":[0.9990845,0.00006138015,0.00007396086,0.000449146,0.0001216793,0.0002093062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000896615,0.0001265751,0.0004079293,0.0001102107,0.00004557382,0.0001897063,0.005027094,0.000230957,0.005540529,0.6798875,0.2018566,0.1065684],"study_design_scores_gemma":[0.000289277,0.0001779613,0.01847074,0.0001622001,0.00001300005,0.000184391,0.0001749166,0.0009349707,0.008031164,0.01123067,0.9599161,0.000414684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08839655,0.07567022,0.001758997,0.01266195,0.005684341,0.0003110404,0.00003350998,0.0001645002,0.8153189],"genre_scores_gemma":[0.6843179,0.0001204786,0.0005355997,0.001485997,0.0003366116,0.000001813398,0.000004477913,0.00001009717,0.313187],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7580594,"threshold_uncertainty_score":0.999655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2256038008417852,"score_gpt":0.3126188588189261,"score_spread":0.08701505797714087,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}