{"id":"W3035219564","doi":"10.7202/1073471ar","title":"Volume 5 numéro 1","year":2020,"lang":"fr","type":"article","venue":"Captures","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001086585,0.000150053,0.0002345267,0.00001022986,0.0004681731,0.00007522408,0.000251488,0.000187609,0.004456696],"category_scores_gemma":[0.0003267509,0.0001563605,0.0001540711,0.0003550499,0.0009954012,0.000131578,0.00006858886,0.0002235941,0.001905502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276706,"about_ca_system_score_gemma":0.0000963597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004891765,"about_ca_topic_score_gemma":0.0008441356,"domain_scores_codex":[0.9987447,0.0001378911,0.0001553167,0.000245122,0.0003001567,0.0004167588],"domain_scores_gemma":[0.9994364,0.00005880936,0.00005922278,0.00007734769,0.0000667893,0.0003013959],"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":[0.000002819276,0.00001822509,0.0004886985,0.00002159139,0.00003838547,0.00001603872,0.06405003,0.000007248856,0.000007981321,0.1599553,0.7683161,0.007077508],"study_design_scores_gemma":[0.0001097565,0.00004414791,0.00108696,0.00001430142,0.00002928529,2.421942e-7,0.008050147,0.00007483416,0.000009782044,0.006229179,0.9841645,0.0001868879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002995123,0.2736831,0.0001380474,0.1653521,0.007582496,0.0001565491,0.00003463186,0.0001223929,0.5499355],"genre_scores_gemma":[0.7373332,0.004462861,0.0002162389,0.01442595,0.01599096,0.00001100152,0.000004695989,0.00002469231,0.2275303],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7343382,"threshold_uncertainty_score":0.9988716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0653115824293495,"score_gpt":0.2535264227693689,"score_spread":0.1882148403400194,"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."}}