{"id":"W4394715859","doi":"10.62212/revuepossibles.v43i2.620","title":"Artistes solidaires","year":2019,"lang":"fr","type":"article","venue":"Revue Possibles","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002854229,0.000195623,0.0003690997,0.00005034972,0.0004764934,0.0001335153,0.0002691634,0.000205973,0.002571587],"category_scores_gemma":[0.0001195894,0.0002090691,0.0002085722,0.0004677043,0.0006904466,0.000267213,0.00008347612,0.000176457,0.006113311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002760914,"about_ca_system_score_gemma":0.0001337498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005437559,"about_ca_topic_score_gemma":0.003445395,"domain_scores_codex":[0.9983694,0.000170082,0.0002695394,0.0003174574,0.0002677648,0.0006057441],"domain_scores_gemma":[0.9991868,0.0002406834,0.000125379,0.0002027876,0.00008826735,0.0001560507],"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":[0.000007059399,0.00012903,0.03485776,0.0003765675,0.0001251603,0.00001880621,0.02796878,0.00002254292,0.00006776396,0.7830849,0.09104755,0.06229404],"study_design_scores_gemma":[0.0001849377,0.00008119072,0.009979813,0.0003627479,0.00004845249,0.00000256049,0.003446488,0.00006141288,0.00005646648,0.02526428,0.9601873,0.0003243941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1275147,0.219072,0.00001275555,0.01557757,0.008040384,0.0003171856,0.00004457347,0.0001044307,0.6293164],"genre_scores_gemma":[0.5331786,0.01496245,0.0002634093,0.0002903818,0.001990662,0.0000122881,0.000004751109,0.00001682704,0.4492807],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8691397,"threshold_uncertainty_score":0.9983402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225182839906452,"score_gpt":0.2555109214601158,"score_spread":0.2232590930610513,"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."}}