{"id":"W1999498765","doi":"10.1002/bmb.2002.494030060140","title":"PBL 2002: A pathway to better learning: June 16–20, 2002, Baltimore, Maryland","year":2002,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Gerontology; Mathematics education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002315928,0.001010591,0.0003997041,0.0007953933,0.002272079,0.005715284,0.001673504,0.003248683,0.1824996],"category_scores_gemma":[0.00246508,0.0004453082,0.0003302302,0.0006675991,0.0007052315,0.003017571,0.004304527,0.003773864,0.07868634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224843,"about_ca_system_score_gemma":0.004137305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00407211,"about_ca_topic_score_gemma":0.01003648,"domain_scores_codex":[0.9987695,0.0001786982,0.0000614269,0.0002483374,0.000517077,0.00022496],"domain_scores_gemma":[0.9984152,0.0000746943,0.00004698876,0.00004675716,0.0004139346,0.001002316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000355756,0.00007987415,0.00009135711,0.00003184755,8.748513e-7,0.00006052652,0.00007853313,0.00003629904,0.0001738122,0.0005923869,0.9749497,0.02386916],"study_design_scores_gemma":[0.0000139113,0.00002314378,0.0004057778,0.00005812013,9.357557e-7,0.00002813923,0.00008436033,0.00006977176,0.0001285522,0.0002498626,0.9989334,0.000004028988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004801072,0.02333898,0.01211596,0.2218523,0.1334135,0.001054442,0.002779314,0.00605539,0.5945891],"genre_scores_gemma":[0.006055131,0.003336113,0.002018397,0.008638037,0.005916562,0.0002699782,0.001446088,0.0005202983,0.9717994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1824996,"threshold_uncertainty_score":0.6105219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023278596547114,"score_gpt":0.263832675450903,"score_spread":0.2535998894854319,"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."}}