{"id":"W1603997052","doi":"","title":"Internet Mediated Assessment for Learning: Development of Objective Assessment of Skills in Health Care Education","year":2008,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"The Internet; Medical education; Health care; Psychology; Medicine; Computer science; Political science; World Wide Web","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":[0.01033694,0.0005952927,0.0004349279,0.001924067,0.0003481323,0.001354442,0.001013672,0.0006702039,0.002171834],"category_scores_gemma":[0.03028941,0.0003433813,0.0006721498,0.0006266885,0.0004053398,0.001632209,0.001891528,0.0007640455,0.000788955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007530101,"about_ca_system_score_gemma":0.002103429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713299,"about_ca_topic_score_gemma":0.004215416,"domain_scores_codex":[0.9917393,0.003962196,0.0007865705,0.0004874119,0.002866577,0.0001579984],"domain_scores_gemma":[0.9792428,0.0112406,0.001236446,0.001189829,0.006428108,0.0006621746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009850094,0.004636395,0.2479368,0.0004403831,0.0001784987,0.0001911089,0.002153956,0.001746146,0.008897532,0.001404585,0.003850444,0.7275792],"study_design_scores_gemma":[0.0009874933,0.01437238,0.831296,0.0009297433,0.000650895,0.001430985,0.004117329,0.05967171,0.05588995,0.004163063,0.02612668,0.0003638926],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8251359,0.0006033613,0.1348199,0.0004460433,0.0002312061,0.01110472,0.001452717,0.0012119,0.02499421],"genre_scores_gemma":[0.7342466,0.0005839301,0.2487956,0.0002314686,0.00006085027,0.008696912,0.001166897,0.000154277,0.006063478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033694,"threshold_uncertainty_score":0.05466765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073952850775887,"score_gpt":0.4013842943959517,"score_spread":0.3606447658881928,"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."}}