{"id":"W2773002601","doi":"10.7202/1048871ar","title":"Epistémologie du modèle","year":2017,"lang":"fr","type":"article","venue":"Sens public","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007603185,0.001357539,0.001313965,0.002920862,0.00264625,0.01356175,0.002706277,0.004168861,0.01614076],"category_scores_gemma":[0.01645908,0.0009699478,0.002304977,0.002248327,0.01461967,0.01347469,0.006286166,0.007662175,0.004570615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005884976,"about_ca_system_score_gemma":0.00468984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005413063,"about_ca_topic_score_gemma":0.002146072,"domain_scores_codex":[0.9907455,0.004371653,0.0006392715,0.001679724,0.00213053,0.0004332357],"domain_scores_gemma":[0.991443,0.004729797,0.0003746618,0.001980129,0.00127295,0.0001995304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003782947,0.000004025993,0.00004492291,0.00005141539,0.000009151997,0.0000344612,0.0003193217,0.0006889641,0.00007128537,0.994747,0.001165429,0.002860178],"study_design_scores_gemma":[0.00000974749,0.000007977019,0.00005130567,0.0001052707,0.000009918645,0.0001126975,0.0002114367,0.003902155,0.0002552445,0.9012262,0.09409607,0.00001201651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004687411,0.006741688,0.6870155,0.02273659,0.001408918,0.0001846142,0.001043409,0.0007975725,0.2753843],"genre_scores_gemma":[0.4522302,0.01521579,0.4117027,0.006834609,0.002538958,0.001970474,0.002999008,0.001271706,0.1052366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9973537,"threshold_uncertainty_score":0.05399621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214591347094403,"score_gpt":0.3051404254053771,"score_spread":0.1836812906959368,"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."}}