{"id":"W4295761872","doi":"10.46747/cfp.6809633","title":"Possibilités d’améliorer la révision par des pairs","year":2022,"lang":"fr","type":"editorial","venue":"Canadian Family Physician","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Computer science; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01995028,0.002456963,0.001904486,0.003308417,0.006146383,0.008595983,0.004798661,0.02550155,0.01730785],"category_scores_gemma":[0.1256583,0.001082785,0.003234235,0.001466983,0.007191105,0.009522782,0.002876654,0.03047395,0.01079372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005385268,"about_ca_system_score_gemma":0.008645853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009836504,"about_ca_topic_score_gemma":0.02309694,"domain_scores_codex":[0.9829602,0.005987823,0.001793189,0.001791895,0.006382271,0.001084654],"domain_scores_gemma":[0.9267572,0.04084295,0.002860268,0.002964106,0.0226276,0.003947859],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001062086,0.000003394506,0.00001443972,0.0001144047,0.000008159438,0.00007271417,0.0000447899,0.000009218395,0.00001959327,0.001288266,0.9950913,0.003322997],"study_design_scores_gemma":[0.00001666924,0.000008220939,0.00006626704,0.0002364622,0.00001502388,0.0001630195,0.00007136705,0.00003489358,0.00004218944,0.001125403,0.9982058,0.00001465036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003968383,0.007521943,0.0002533165,0.1485979,0.8404434,0.00002223324,0.00003568761,0.00007730853,0.003008581],"genre_scores_gemma":[0.0009886714,0.005607367,0.0003873453,0.1075464,0.8754698,0.00005043756,0.00002911928,0.0001051615,0.009815848],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9800497,"threshold_uncertainty_score":0.1055084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08602137978774635,"score_gpt":0.3713037846392981,"score_spread":0.2852824048515518,"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."}}