{"id":"W2409892618","doi":"","title":"Competency assessment in a team-based laboratory.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Burnaby Hospital","funders":"","keywords":"Engineering; Engineering management; Psychology; Computer science","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":[0.006377772,0.0003665094,0.0004782453,0.00201691,0.000653029,0.001146283,0.001425251,0.0006149087,0.009680478],"category_scores_gemma":[0.02370828,0.0001322562,0.0002809402,0.0006654432,0.0004151764,0.001444431,0.001730345,0.0007752044,0.002628118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005411237,"about_ca_system_score_gemma":0.004021049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008397087,"about_ca_topic_score_gemma":0.001267664,"domain_scores_codex":[0.9959949,0.002397103,0.0003024306,0.0003047113,0.0008035894,0.0001972901],"domain_scores_gemma":[0.9858983,0.007148728,0.0008240438,0.0007954395,0.00272617,0.002607399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007867685,0.006392752,0.0197419,0.0008939154,0.00006468773,0.0006485294,0.003196301,0.001596221,0.006932718,0.003014648,0.01603212,0.9406995],"study_design_scores_gemma":[0.003845568,0.05269492,0.2600276,0.006465462,0.0005331997,0.01970524,0.04071702,0.04698225,0.1051745,0.09186252,0.3712523,0.0007394222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8104759,0.005682708,0.1122743,0.00291603,0.0008625779,0.004000924,0.001164276,0.001339592,0.06128373],"genre_scores_gemma":[0.8236145,0.002420247,0.1594812,0.0004551904,0.0001901294,0.001780172,0.000831963,0.00007088504,0.01115584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009680478,"threshold_uncertainty_score":0.03372926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689676305651307,"score_gpt":0.2829827805192332,"score_spread":0.2660860174627201,"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."}}