{"id":"W4388919946","doi":"10.7202/1107069ar","title":"Présentation","year":2023,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Sociology; Humanities; Art; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001886371,0.00139035,0.000866783,0.001030373,0.0022524,0.006310096,0.001880893,0.006039937,0.5744362],"category_scores_gemma":[0.01113685,0.0003412015,0.001080497,0.0006209275,0.000855879,0.003781047,0.004600573,0.005188162,0.3212434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318013,"about_ca_system_score_gemma":0.002917182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039187,"about_ca_topic_score_gemma":0.001265206,"domain_scores_codex":[0.9983312,0.0002657252,0.000124762,0.0002831548,0.0007150435,0.0002801408],"domain_scores_gemma":[0.995164,0.000549838,0.0002117871,0.0002256409,0.002505077,0.001343601],"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":[0.0000307758,0.000008029373,0.00004225869,0.00005289822,0.000002008448,0.00008715523,0.00002111842,0.00001124819,0.00007117814,0.0005559388,0.990343,0.008774362],"study_design_scores_gemma":[0.00001800576,0.00001824341,0.0001351686,0.0001246672,0.000002611451,0.0002088049,0.00009455955,0.00002889872,0.0001083397,0.0008008708,0.9984539,0.000005996249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001351081,0.006487089,0.001243475,0.2317253,0.488073,0.0006439789,0.003586076,0.001006877,0.2658831],"genre_scores_gemma":[0.008376983,0.004646418,0.0004685165,0.05634098,0.1072385,0.000388924,0.001888284,0.0005067355,0.8201448],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4255638,"threshold_uncertainty_score":0.6070151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6024172425466643,"score_gpt":0.5673202063467362,"score_spread":0.0350970361999281,"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."}}