{"id":"W4312911380","doi":"10.7202/1085607ar","title":"Recherches théoriques et spéculatives : considérations méthodologiques et épistémologiques","year":2022,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03697713,0.001142893,0.001465229,0.006035665,0.005479821,0.02063864,0.004442551,0.006361927,0.00791399],"category_scores_gemma":[0.05393462,0.0008349952,0.00161975,0.004962379,0.05039011,0.02168752,0.006041801,0.01018743,0.001597174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201253,"about_ca_system_score_gemma":0.0101132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006169696,"about_ca_topic_score_gemma":0.006054491,"domain_scores_codex":[0.9516671,0.03651388,0.001642477,0.002597092,0.006697544,0.0008819356],"domain_scores_gemma":[0.8702673,0.1128968,0.002977685,0.006448268,0.00636876,0.00104119],"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":[0.000008554933,0.000006050172,0.00008371088,0.0001108946,0.000005586319,0.00004663653,0.009348746,0.0001553272,0.00006611089,0.9842862,0.00162001,0.004262131],"study_design_scores_gemma":[0.00001605483,0.00001959899,0.000186685,0.0005671822,0.00001076952,0.0001284491,0.009504359,0.001075584,0.0003664957,0.8544797,0.1336232,0.00002194129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01994088,0.03487601,0.5110576,0.2120548,0.003811172,0.0003437322,0.0003820647,0.0003782648,0.2171555],"genre_scores_gemma":[0.638221,0.0248646,0.2374187,0.01981488,0.004990333,0.00195229,0.000326672,0.0008631889,0.0715483],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03697713,"threshold_uncertainty_score":0.1955561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8786699025384355,"score_gpt":0.6608238680366972,"score_spread":0.2178460345017382,"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."}}