{"id":"W2140015094","doi":"10.1111/j.1365-2929.2005.02348.x","title":"The effect of defined violations of test security on admissions outcomes using multiple mini‐interviews","year":2005,"lang":"en","type":"article","venue":"Medical Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Board of Medical Examiners","keywords":"Test (biology); Psychology; Physical therapy; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02142945,0.0003377728,0.0002770126,0.0006710735,0.0005950113,0.0008681336,0.0005152028,0.0003274719,0.002045399],"category_scores_gemma":[0.08577267,0.0002905343,0.0004288022,0.0003842752,0.001150246,0.0008320093,0.002407336,0.0008928354,0.0001477449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008324978,"about_ca_system_score_gemma":0.001010873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004645375,"about_ca_topic_score_gemma":0.001141555,"domain_scores_codex":[0.9799995,0.0146952,0.001241703,0.0007018651,0.002539932,0.0008217666],"domain_scores_gemma":[0.8362554,0.1297185,0.02423679,0.003301668,0.003331923,0.003155665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0045257,0.001358784,0.8899468,0.0003671427,0.0001881654,0.0002529527,0.03288241,0.0005372132,0.006188967,0.0004050106,0.0003683221,0.06297842],"study_design_scores_gemma":[0.00005064801,0.002633807,0.9853252,0.00006328008,0.00005047813,0.0001444724,0.006689562,0.0007521962,0.003580008,0.0002109113,0.0004661767,0.00003334108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991263,0.0000189843,0.0003399245,0.00003938811,0.000003447894,0.0000595669,0.0000220236,0.000003215614,0.0003872137],"genre_scores_gemma":[0.9991973,0.00002031259,0.0004410796,0.00001359036,0.000004665532,0.0001883468,0.00003082172,0.000001249935,0.0001026467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02142945,"threshold_uncertainty_score":0.1133311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487489935562951,"score_gpt":0.3955187471813609,"score_spread":0.3706438478257313,"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."}}