{"id":"W4200233301","doi":"10.5206/cieeci.v50i1.13676","title":"Les élèves doués et talentueux au Canada : une étude comparative","year":2021,"lang":"fr","type":"article","venue":"Comparative and International Education","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.001187222,0.0003572357,0.0005921484,0.006278316,0.009568605,0.005486323,0.0007892934,0.0004987065,0.007041916],"category_scores_gemma":[0.003363216,0.0002262788,0.0003585185,0.01911013,0.003914678,0.001268767,0.002418933,0.001195352,0.0002603351],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07432909,"about_ca_system_score_gemma":0.0957636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947814,"about_ca_topic_score_gemma":0.9973424,"domain_scores_codex":[0.9979888,0.0002059571,0.00006359999,0.0002077929,0.000786494,0.0007472366],"domain_scores_gemma":[0.9973575,0.000699043,0.0003040772,0.00009718872,0.001155709,0.0003864367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002977869,0.0001179235,0.3192301,0.00133461,0.0002057902,0.001200872,0.2391939,0.002490538,0.001521753,0.1603687,0.01141104,0.2626269],"study_design_scores_gemma":[0.00001419569,0.00005795689,0.6348091,0.000868116,0.0001198155,0.0003318334,0.1726217,0.0006050687,0.0005492269,0.003816235,0.1861065,0.0001001953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.84751,0.01659459,0.002255243,0.003698694,0.0001006122,0.0001349196,0.005699704,0.00007274698,0.1239334],"genre_scores_gemma":[0.9710898,0.008286059,0.001562403,0.0002609452,0.00002595631,0.00007179374,0.0009501802,0.00002698373,0.01772581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9256709,"threshold_uncertainty_score":0.5392978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196467947998977,"score_gpt":0.4348156907396015,"score_spread":0.3151688959397038,"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."}}