{"id":"W2149689527","doi":"10.3402/meo.v9i.4355","title":"Measuring Strength of Motivation for Medical School","year":2004,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Medical Education and Admissions","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Cronbach's alpha; Psychology; Reliability (semiconductor); Test (biology); Medical school; Ambivalence; Medical education; Spearman's rank correlation coefficient; Clinical psychology; Applied psychology; Medicine; Psychometrics; Social psychology; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002844808,0.0002644279,0.0003509063,0.001232885,0.0003462648,0.0007702612,0.0003675915,0.0004515779,0.002002611],"category_scores_gemma":[0.01430903,0.0001335417,0.0003972021,0.0005218541,0.0004286947,0.0004970976,0.001159456,0.0008219809,0.0004360126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361362,"about_ca_system_score_gemma":0.0006931092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000409994,"about_ca_topic_score_gemma":0.0007238211,"domain_scores_codex":[0.9983714,0.0006354873,0.0001743565,0.00007814842,0.0005465057,0.0001941149],"domain_scores_gemma":[0.9855933,0.003855405,0.005488538,0.0004154281,0.001884114,0.00276323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008926125,0.000614151,0.9572319,0.0001020608,0.00008823504,0.00002127931,0.0005238816,0.0001461897,0.000562527,0.0001440092,0.0007507943,0.0397257],"study_design_scores_gemma":[0.00001221806,0.0004934584,0.99727,0.00003702063,0.00001369853,0.0001013906,0.0003798269,0.0002538855,0.0002425045,0.0001297761,0.001054232,0.00001182546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970476,0.0002242477,0.0003998739,0.0001961243,0.00002068896,0.00009672622,0.0001187735,0.00001201554,0.0018839],"genre_scores_gemma":[0.9980249,0.0001323429,0.001076977,0.00006055971,0.00001863886,0.000085843,0.0002154428,0.000002629914,0.0003826756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002844808,"threshold_uncertainty_score":0.01504499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05385971443198336,"score_gpt":0.3873202063871377,"score_spread":0.3334604919551544,"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."}}