{"id":"W4389922681","doi":"10.7202/1108032ar","title":"Préambule","year":2023,"lang":"fr","type":"article","venue":"Muséologies Les cahiers d études supérieures","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0009107878,0.0007973238,0.0007667643,0.002027375,0.002852667,0.004434912,0.001184258,0.001333905,0.6844875],"category_scores_gemma":[0.004807731,0.0002861643,0.000494409,0.001025489,0.000619229,0.002246646,0.003643298,0.001771423,0.4505295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955399,"about_ca_system_score_gemma":0.002376257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00381815,"about_ca_topic_score_gemma":0.00690599,"domain_scores_codex":[0.9991162,0.0001549966,0.00005069159,0.0001885804,0.0003395653,0.0001498618],"domain_scores_gemma":[0.9980882,0.000222869,0.00007271923,0.0002509894,0.0009496047,0.000415687],"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":[0.0001023371,0.0000333218,0.0002293517,0.0002084437,0.000005610177,0.0001021801,0.000232602,0.00003860364,0.000459722,0.01889734,0.859882,0.1198085],"study_design_scores_gemma":[0.000004468375,0.00001112904,0.0002682003,0.00005996629,0.000001348121,0.00003515648,0.00005593169,0.00001087302,0.000106555,0.001126455,0.9983168,0.000003096576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002598287,0.01025615,0.002492778,0.01551941,0.05514225,0.0004064621,0.008788482,0.001456989,0.9033393],"genre_scores_gemma":[0.00510531,0.001175899,0.000456145,0.001216473,0.002381188,0.0001269117,0.001708653,0.0003195244,0.98751],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6844875,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0828730053346089,"score_gpt":0.2892008563003892,"score_spread":0.2063278509657803,"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."}}