{"id":"W752406994","doi":"","title":"Assessment of a Master of Education Counselling Application Selection Process Using Rasch Analysis and Generalizability Theory/évaluation D'un Processus De Sélection De Candidats Pour Un Programme De Maîtrise En éDucation En Counseling En Utilisant L'analyse Rasch et la Théorie De la Généralisabilité","year":2014,"lang":"fr","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generalizability theory; Psychology; Valuation (finance); Selection (genetic algorithm); Medical education; Interpersonal communication; Process (computing); Quality (philosophy); Social psychology; Medicine; Computer science; Business","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3098572,0.0009277199,0.001422512,0.007130122,0.002538449,0.006020873,0.002175318,0.001732824,0.00334497],"category_scores_gemma":[0.4073884,0.0007831111,0.003452275,0.004618119,0.00324407,0.004213711,0.003833772,0.002222603,0.0007308362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005129717,"about_ca_system_score_gemma":0.006532649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750659,"about_ca_topic_score_gemma":0.002932811,"domain_scores_codex":[0.7477804,0.1717208,0.01631597,0.00696753,0.05493782,0.002277393],"domain_scores_gemma":[0.4390732,0.413018,0.02920497,0.02542484,0.09026194,0.003017081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003420971,0.003715566,0.4188454,0.001826656,0.001535449,0.0001944346,0.06591921,0.01197058,0.003605274,0.01095939,0.003925812,0.4740812],"study_design_scores_gemma":[0.0009957007,0.01380916,0.7788653,0.001311797,0.00104087,0.0002166126,0.03247782,0.129861,0.01259404,0.01420899,0.01418295,0.0004357252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732266,0.000341431,0.09254067,0.0009481907,0.0001673852,0.01615713,0.0002864218,0.0007557261,0.01557636],"genre_scores_gemma":[0.906564,0.0001446683,0.08191755,0.0001652484,0.00003663625,0.008929358,0.0002045383,0.00009212441,0.001945952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098572,"threshold_uncertainty_score":0.851069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08809648160733467,"score_gpt":0.4449385157504484,"score_spread":0.3568420341431137,"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."}}