{"id":"W7138118087","doi":"10.7202/1122829ar","title":"Faire fonctionner ce qui fonctionne : le transfert des connaissances éducationnelles par le <i>What Works Clearinghouse</i> étatsunien","year":2025,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01466337,0.0004196857,0.0004662306,0.001422229,0.01611218,0.01184838,0.001652988,0.002615585,0.01794121],"category_scores_gemma":[0.02766307,0.0003904672,0.000394797,0.001481853,0.02271943,0.008602826,0.005307453,0.004197842,0.001840336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03808659,"about_ca_system_score_gemma":0.06514122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4679828,"about_ca_topic_score_gemma":0.675405,"domain_scores_codex":[0.9874247,0.007822882,0.0002160037,0.0008824569,0.002026848,0.001627199],"domain_scores_gemma":[0.9766767,0.008398788,0.001588357,0.001615478,0.005949067,0.005771612],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001159928,0.0003781645,0.01419021,0.0009737837,0.00004109145,0.0003978306,0.4612373,0.0002582024,0.00133796,0.120423,0.08350399,0.3171424],"study_design_scores_gemma":[0.00004156602,0.0002061048,0.03324785,0.002125459,0.00006619277,0.0001657851,0.3321189,0.0002776664,0.001015069,0.01990664,0.610702,0.0001267243],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2384698,0.01072306,0.009133398,0.2880175,0.002047857,0.0003709899,0.0001999229,0.0002654566,0.450772],"genre_scores_gemma":[0.8822519,0.004702003,0.004358582,0.01339351,0.0001775419,0.0002222259,0.00007503336,0.0001773358,0.09464188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9853366,"threshold_uncertainty_score":0.9305176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.452252358434415,"score_gpt":0.4701364166283243,"score_spread":0.01788405819390937,"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."}}