{"id":"W6983167600","doi":"","title":"L’évaluation de la performance de stagiaires basée sur des observations rapportées dans les programmes professionnalisants en sciences de la santé : données disponibles et perspectives de métaévaluatrices et métaévaluateurs en sciences infirmières","year":2023,"lang":"fr","type":"dissertation","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; H2020 European Research Council; Université du Québec à Chicoutimi","keywords":"Occupational training; Human science; Continuing education; Christian ministry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01979293,0.0004593446,0.0005126937,0.0005075876,0.005406832,0.0001916303,0.001968189,0.001167787,0.00004218251],"category_scores_gemma":[0.003882611,0.0004121567,0.0004058733,0.001737554,0.01136419,0.001335885,0.0002990827,0.001374929,0.000005854175],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083634,"about_ca_system_score_gemma":0.008609159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04918304,"about_ca_topic_score_gemma":0.08787539,"domain_scores_codex":[0.9871698,0.009617032,0.0005453354,0.0006142954,0.00131799,0.0007355183],"domain_scores_gemma":[0.9928368,0.005692716,0.0005311965,0.0001965492,0.0005691172,0.0001735961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001095526,0.0003328916,0.3986464,0.001661687,0.0001580976,0.000005655299,0.4902311,0.04355738,0.008114113,0.05312384,0.0001649413,0.003894326],"study_design_scores_gemma":[0.0003412907,0.0001331898,0.7090632,0.006377903,0.0003903286,0.00002082509,0.2366328,0.03410372,0.006379945,0.005591767,0.0006084325,0.0003566103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776844,0.007881014,0.005370502,0.0006571619,0.000309066,0.0006167355,0.00005486441,0.0001032896,0.007322917],"genre_scores_gemma":[0.9550449,0.02325748,0.01991445,0.00002346327,0.000130759,0.00001326938,0.00004069825,0.00002234146,0.001552631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3104168,"threshold_uncertainty_score":0.999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0868979346487099,"score_gpt":0.3588171562111431,"score_spread":0.2719192215624332,"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."}}