{"id":"W1978240694","doi":"10.3402/meo.v11i.4597","title":"Problem-Based Learning at the Faculty of Medicine of the Université de Montréal: A Situated Cognition Perspective","year":2006,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Cognitive apprenticeship; Situated cognition; TUTOR; Situated; Situated learning; Apprenticeship; Perspective (graphical); Cognition; Psychology; Mathematics education; Problem-based learning; Medical education; Medicine; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001055668,0.00006685999,0.0001173921,0.00005007893,0.0005259113,0.000003217237,0.0001995336,0.0000891352,0.00105008],"category_scores_gemma":[0.002217524,0.00003966621,0.00005260241,0.000487571,0.0007233506,0.0000322085,0.0000404554,0.0002258264,0.000002915742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004032956,"about_ca_system_score_gemma":0.001782959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05152471,"about_ca_topic_score_gemma":0.02652302,"domain_scores_codex":[0.9983771,0.0005204714,0.0002068179,0.0001193149,0.0006275382,0.0001487844],"domain_scores_gemma":[0.9989235,0.0002637857,0.0002585962,0.00009117896,0.0003923603,0.00007053187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001057954,0.007864748,0.1852624,0.0004579904,0.0002637036,0.000009411052,0.3737871,0.0122451,0.01834335,0.07220417,0.1418948,0.1866094],"study_design_scores_gemma":[0.005355931,0.000519298,0.1639727,0.001591165,0.0004596669,0.00001280679,0.1405262,0.006772998,0.004592645,0.01052844,0.6652016,0.0004665552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7729119,0.001100675,0.0003660698,0.2051724,0.0001568971,0.0004995084,0.00002048123,0.00005701348,0.01971502],"genre_scores_gemma":[0.9940181,0.00005780928,0.0002138401,0.0005874003,0.0001788008,0.000007594939,0.0001321864,0.000006056787,0.00479819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5233068,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278124562347952,"score_gpt":0.3162749977018436,"score_spread":0.303493752078364,"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."}}