{"id":"W3158409417","doi":"10.7202/1076535ar","title":"Le concept d’emergent-fit dans les approches méthodologiques inductives","year":2021,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Philosophy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00408063,0.0006781838,0.0008448978,0.0001068222,0.002503527,0.0001999692,0.000866464,0.001110259,0.0006213863],"category_scores_gemma":[0.001950267,0.0007688999,0.0006638542,0.001018101,0.009693067,0.0008928105,0.0001651755,0.001145827,0.00004198655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381283,"about_ca_system_score_gemma":0.003399522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007887068,"about_ca_topic_score_gemma":0.002037071,"domain_scores_codex":[0.9909216,0.005019792,0.0009059257,0.001323577,0.0006988339,0.001130233],"domain_scores_gemma":[0.9943152,0.003755385,0.0004029184,0.0005083538,0.0006585828,0.0003595677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001109465,0.0006600884,0.0007036685,0.0002573238,0.0002759169,0.00000482824,0.4999399,0.0001136468,0.0007102203,0.4875821,0.0009740854,0.008767163],"study_design_scores_gemma":[0.000660782,0.0001062208,0.01947331,0.0002679272,0.0002051061,0.00001546483,0.814121,0.00002881332,0.003704712,0.1205034,0.04004845,0.0008648868],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5306125,0.06858715,0.03653108,0.1767455,0.008567526,0.001085401,0.0002255241,0.000654193,0.1769912],"genre_scores_gemma":[0.9329094,0.01056834,0.0321172,0.0005956978,0.004832123,0.0003153802,0.0002833723,0.0001086779,0.01826984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4022969,"threshold_uncertainty_score":0.9994762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3304142308390798,"score_gpt":0.4849335959842997,"score_spread":0.15451936514522,"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."}}