{"id":"W2241626422","doi":"","title":"Examining Medical Students’ Attitudes and Learning Experiences in BioWorld","year":2000,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medical education; Psychology; Mathematics 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":[0.002746936,0.0003409146,0.0003187113,0.001434539,0.001381304,0.003525813,0.0005151383,0.0009844289,0.003704109],"category_scores_gemma":[0.01285665,0.0003490173,0.0006207624,0.0007434814,0.001131149,0.001275742,0.002039143,0.002335034,0.0008299881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008676258,"about_ca_system_score_gemma":0.001080156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658122,"about_ca_topic_score_gemma":0.005018716,"domain_scores_codex":[0.9985515,0.0004241695,0.0001059982,0.0001123792,0.0004332585,0.0003726916],"domain_scores_gemma":[0.9873533,0.002761329,0.003423401,0.0003511604,0.001309818,0.004801034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002700241,0.004781828,0.9475538,0.0000598029,0.0000793024,0.0002786657,0.02485777,0.0001542454,0.002018465,0.0003291246,0.0007011035,0.01891582],"study_design_scores_gemma":[0.00003733797,0.001931406,0.913258,0.00006349924,0.00005638198,0.0003795144,0.07825623,0.0004135911,0.001534247,0.0002973195,0.003732424,0.00004004381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987783,0.00003505356,0.00003247014,0.0001391724,0.000008646082,0.000009919146,0.00001182853,0.000001710998,0.0009828467],"genre_scores_gemma":[0.9984369,0.0001020599,0.00008098868,0.0001357713,0.000008718845,0.00001242728,0.00003132936,0.000001620442,0.001190275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003704109,"threshold_uncertainty_score":0.01452738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0430736986874693,"score_gpt":0.3398591415452413,"score_spread":0.296785442857772,"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."}}