{"id":"W4235220047","doi":"10.4000/culturemusees.783","title":"Introduction","year":2016,"lang":"fr","type":"article","venue":"Culture & Musées","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000770897,0.0002603105,0.0002554673,0.00002901183,0.0009550965,0.0001015297,0.0001327145,0.0001284523,0.008717045],"category_scores_gemma":[0.00007838292,0.0001357923,0.0001768999,0.00004812624,0.0007874165,0.0003759573,0.00004925974,0.0001436664,0.005009028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425311,"about_ca_system_score_gemma":0.00001476442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006311496,"about_ca_topic_score_gemma":0.0004746465,"domain_scores_codex":[0.9988061,0.00005084302,0.0002348972,0.0003521504,0.0001894267,0.0003665515],"domain_scores_gemma":[0.9993784,0.00002266402,0.00007925316,0.0002005813,0.000215185,0.0001039425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000793144,0.00007858819,0.000009993071,0.00002774266,0.00005162576,0.000003123961,0.01360933,4.463967e-8,0.0004876955,0.4548558,0.5105049,0.02036326],"study_design_scores_gemma":[0.0002816224,0.0001353928,0.00005699314,0.00009744149,0.00009284438,0.000008143426,0.002606295,1.78932e-7,0.0002016947,0.003750885,0.9924879,0.0002806103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003470171,0.1028031,0.0001534101,0.2661865,0.02904187,0.0002854011,0.0001753468,0.0003058264,0.5975784],"genre_scores_gemma":[0.08628489,0.003092481,0.00006963553,0.0004294663,0.04596166,0.00002302562,0.0000109065,0.00002362776,0.8641043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.481983,"threshold_uncertainty_score":0.9957657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012693526986354,"score_gpt":0.2029047511761154,"score_spread":0.1902112241897614,"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."}}