{"id":"W4210665156","doi":"10.4000/droitcultures.3595","title":"Présentation","year":2015,"lang":"fr","type":"article","venue":"Droit et Cultures","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Canadian Heritage","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001822133,0.000137313,0.0001590413,0.00004636273,0.0001773101,0.0004692854,0.0000992837,0.00006711284,0.001916663],"category_scores_gemma":[0.0001352592,0.0001190455,0.0001183825,0.00003497974,0.0001814523,0.0001667935,0.0000286729,0.0001185154,0.0007644776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004723467,"about_ca_system_score_gemma":0.00007498807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003780993,"about_ca_topic_score_gemma":0.002322543,"domain_scores_codex":[0.9991311,0.00005323475,0.0001920713,0.0001759614,0.000250336,0.0001973185],"domain_scores_gemma":[0.9992706,0.0000207944,0.00008747477,0.0001432858,0.0003272135,0.0001505899],"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":[0.000005304354,0.00008034397,0.00005018467,0.0000159072,0.00006865994,0.00001547196,0.01500664,0.0001101364,0.000003041126,0.6801884,0.304137,0.0003189233],"study_design_scores_gemma":[0.0002602241,0.00005021212,0.00005487412,0.00003522763,0.0002288895,0.000003257562,0.01611674,0.0004021747,0.00004494115,0.06596062,0.9166648,0.0001780445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004927455,0.01275231,0.0001139312,0.01080122,0.005995104,0.00009677201,0.0001480498,0.00004694403,0.9651182],"genre_scores_gemma":[0.385086,0.0004980158,0.0002056187,0.001691953,0.01694288,0.00001003618,0.0002829392,0.00002546339,0.5952571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6142278,"threshold_uncertainty_score":0.9989957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753532518753546,"score_gpt":0.3323889173169282,"score_spread":0.2848535921293927,"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."}}