{"id":"W4391150357","doi":"10.7202/1108605ar","title":"Perspectives diverses sur la recherche qualitative","year":2023,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Rimouski","funders":"","keywords":"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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4116111,0.002897752,0.006086853,0.009958617,0.01589627,0.03197986,0.007248544,0.01518079,0.008895562],"category_scores_gemma":[0.4843924,0.001733171,0.00364985,0.01131514,0.04593876,0.0284671,0.01544109,0.03045301,0.001571821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03308934,"about_ca_system_score_gemma":0.04122162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03288794,"about_ca_topic_score_gemma":0.02623329,"domain_scores_codex":[0.3678244,0.5558245,0.01476682,0.01093604,0.04583932,0.00480892],"domain_scores_gemma":[0.1916823,0.7464047,0.006766904,0.01468267,0.03561157,0.004851806],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002262624,0.00009991304,0.0008668398,0.004975991,0.0002462068,0.0004452523,0.1305412,0.0006198644,0.0006472631,0.7947515,0.03235402,0.03422561],"study_design_scores_gemma":[0.0002795654,0.0001154248,0.001295803,0.02127499,0.0001347524,0.0006542286,0.1741141,0.001144036,0.0008489637,0.2667253,0.5332232,0.000189705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.009984919,0.09603264,0.07071759,0.7604288,0.01522172,0.0006034272,0.001058329,0.0002233556,0.04572911],"genre_scores_gemma":[0.5249085,0.1142723,0.0996904,0.2151054,0.01810253,0.009621747,0.00108187,0.001023982,0.01619338],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5883889,"threshold_uncertainty_score":0.7255883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9398860704551838,"score_gpt":0.6939231513465136,"score_spread":0.2459629191086702,"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."}}