{"id":"W4200594004","doi":"10.53967/cje-rce.v44i4.4859","title":"Fréquence des rétractations d’articles scientifiques : ce que les études nous apprennent en éducation, sciences humaines et sciences sociales","year":2021,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005586023,0.0003506746,0.0004022296,0.0009918194,0.002815241,0.0009927435,0.000873743,0.000287733,0.001519499],"category_scores_gemma":[0.006422434,0.0004029261,0.0002034298,0.001967364,0.003929974,0.001220368,0.00002514962,0.0004917784,0.00003864614],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007384159,"about_ca_system_score_gemma":0.1133973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1810583,"about_ca_topic_score_gemma":0.814189,"domain_scores_codex":[0.9951026,0.001772936,0.001068771,0.0006484887,0.000227861,0.001179355],"domain_scores_gemma":[0.9931402,0.001500315,0.0009711431,0.0003746595,0.002880353,0.00113332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005141326,0.0005461739,0.02534832,0.0003143118,0.0001077528,0.00002695479,0.2049955,0.001024242,0.0007037633,0.7236004,0.03354074,0.009786672],"study_design_scores_gemma":[0.0001953144,0.0002674725,0.178372,0.001631148,0.0002076232,0.002071302,0.585897,0.00004522261,0.0005338,0.144604,0.08557227,0.0006029054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8601623,0.02503031,0.0003551734,0.07883769,0.01320504,0.0002338992,0.00008828913,0.00001673651,0.0220705],"genre_scores_gemma":[0.9777949,0.001173507,0.009098642,0.00109044,0.001549574,0.0000599752,0.00007744088,0.00003482406,0.009120735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6331306,"threshold_uncertainty_score":0.9998423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2134110448546511,"score_gpt":0.3948330607915173,"score_spread":0.1814220159368662,"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."}}