{"id":"W4246008278","doi":"10.7202/1084714ar","title":"La recherche qualitative comme modede génération conceptuelle","year":2012,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; 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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1568516,0.0003903403,0.0005501498,0.0001299816,0.0005029488,0.00009160265,0.0004325723,0.001577214,0.0003914865],"category_scores_gemma":[0.06743679,0.0004197615,0.0002589516,0.0009659385,0.004921272,0.001778034,0.0000499612,0.001670507,0.0005053592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680674,"about_ca_system_score_gemma":0.001101025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008920919,"about_ca_topic_score_gemma":0.00008507522,"domain_scores_codex":[0.7898442,0.2074402,0.0008498009,0.000423101,0.0005395057,0.0009031772],"domain_scores_gemma":[0.798127,0.200173,0.0005408879,0.0002427072,0.0005500675,0.0003663269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009041766,0.0002816695,0.0001401355,0.00005095168,0.0001091487,1.503419e-7,0.5370706,0.000003455516,0.00008177597,0.4510478,0.003199321,0.00800593],"study_design_scores_gemma":[0.0002749895,0.00008428923,0.0003227139,0.000128016,0.00006645707,0.00000169195,0.6526923,0.00002550386,0.00009021897,0.220241,0.1257155,0.0003572745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1331975,0.09938075,0.09034548,0.2254666,0.01013161,0.001181007,0.0001519113,0.000333083,0.4398121],"genre_scores_gemma":[0.6341528,0.00606646,0.2927816,0.001880586,0.006630241,0.0001628043,0.0001140186,0.00008165228,0.05812981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5009553,"threshold_uncertainty_score":0.9998254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.961667629776283,"score_gpt":0.7056083101905025,"score_spread":0.2560593195857804,"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."}}