{"id":"W2779352020","doi":"10.7202/1042339ar","title":"Indication formelle et déformalisation","year":2017,"lang":"fr","type":"article","venue":"Philosophiques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.008425386,0.001720741,0.001926775,0.004763973,0.005528995,0.009972529,0.001680705,0.004590834,0.02083164],"category_scores_gemma":[0.02609068,0.001131899,0.004009846,0.003013458,0.01643719,0.01133127,0.005407885,0.0171127,0.005076927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006500441,"about_ca_system_score_gemma":0.002346078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006758244,"about_ca_topic_score_gemma":0.003210475,"domain_scores_codex":[0.990077,0.003538445,0.0007228733,0.001756611,0.003181063,0.000724088],"domain_scores_gemma":[0.9877408,0.005827014,0.0009750417,0.001976077,0.003005973,0.0004750637],"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":[0.00004906619,0.00001247526,0.0002468522,0.00004736187,0.00001519347,0.00007381994,0.0003555784,0.0004725596,0.0008027673,0.9900497,0.001356531,0.006518129],"study_design_scores_gemma":[0.0001074602,0.00007432519,0.002079895,0.0001231959,0.00004742082,0.000846545,0.0007911396,0.006927404,0.003060069,0.9087099,0.07714115,0.00009152378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0609345,0.002685301,0.6148564,0.02339592,0.003149854,0.0001747436,0.0008115294,0.002003181,0.2919885],"genre_scores_gemma":[0.7048796,0.003071869,0.1342886,0.003049233,0.003154496,0.00059314,0.001112052,0.001211458,0.1486395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02083164,"threshold_uncertainty_score":0.0696888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4270784093489183,"score_gpt":0.4739062312227242,"score_spread":0.04682782187380585,"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."}}