{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005010874,0.0001371414,0.0002171029,0.00003432437,0.003525911,0.0003331326,0.0006021878,0.0001554216,0.0009238755],"category_scores_gemma":[0.001304643,0.0001257512,0.0001139687,0.0001217951,0.001714745,0.0007385215,0.0002371064,0.0001757406,0.001493383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232965,"about_ca_system_score_gemma":0.0001550143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004618844,"about_ca_topic_score_gemma":0.001321656,"domain_scores_codex":[0.9985168,0.0002012573,0.0001665147,0.0002784341,0.0002577508,0.0005792699],"domain_scores_gemma":[0.9989246,0.0001248313,0.0001426319,0.0004530788,0.0001324842,0.0002223458],"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":[0.000002480449,0.0001297974,0.01584427,0.00001524899,0.00004582321,0.00007493966,0.007886607,3.519744e-7,0.000005635563,0.6889287,0.2175356,0.06953055],"study_design_scores_gemma":[0.0001046815,0.00003817049,0.007235199,0.000009495205,0.00001215501,0.00000273449,0.0003539702,0.00003493402,0.000002743635,0.01438698,0.977658,0.000160914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03407207,0.006108559,0.00003790625,0.3556784,0.007260854,0.00008663053,0.00002432838,0.00007225085,0.596659],"genre_scores_gemma":[0.6485339,0.0006613383,0.0002728206,0.000442829,0.002356704,0.000004290081,0.000001980357,0.000007141717,0.347719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7601225,"threshold_uncertainty_score":0.9999894,"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."}}