{"id":"W2566737692","doi":"10.7202/1038243ar","title":"Étude de la validité concourante de l’outil orientant québécois VIP à l’aide du questionnaire d’investigation des intérêts professionnels Hexa 3D","year":2016,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0141108,0.0006402996,0.0006369435,0.002019353,0.001777286,0.001492746,0.0009764411,0.0005139533,0.003757448],"category_scores_gemma":[0.01863997,0.0003916311,0.0008424092,0.001886411,0.001273285,0.0006137002,0.001797727,0.0008640367,0.0004380328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004046638,"about_ca_system_score_gemma":0.005401115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2699718,"about_ca_topic_score_gemma":0.3660516,"domain_scores_codex":[0.992954,0.002919902,0.0005757563,0.0007154612,0.002141494,0.0006934368],"domain_scores_gemma":[0.9803611,0.00690722,0.001870349,0.001581879,0.00830756,0.0009717887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003985836,0.000257746,0.9374689,0.0003080404,0.0004123954,0.0001423391,0.01800711,0.0003580509,0.002731345,0.0007471392,0.001541657,0.03762671],"study_design_scores_gemma":[0.00002191398,0.0001883944,0.9922994,0.00005895213,0.00004407721,0.00002877375,0.003610035,0.0004363839,0.0005440376,0.00005967042,0.002691685,0.00001672787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98961,0.0002189956,0.002478282,0.000166176,0.00004576884,0.0006408352,0.001045478,0.00002459723,0.005769869],"genre_scores_gemma":[0.9888366,0.0001432227,0.003532456,0.0001047473,0.00001413039,0.001952747,0.001142865,0.00002352593,0.004249588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2699718,"threshold_uncertainty_score":0.5368007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06050888664174305,"score_gpt":0.3368779575420646,"score_spread":0.2763690709003216,"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."}}