{"id":"W2311631537","doi":"10.1002/j.0022-0337.2007.71.9.tb04380.x","title":"Investigating the Relationship Between PBL Process Grades and Content Acquisition Performance in a PBL Dental Program","year":2007,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Reliability (semiconductor); Problem-based learning; Metric (unit); Correlation; Process (computing); Psychology; Significant difference; Mathematics education; Computer science; Statistics; Mathematics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00242161,0.00006007768,0.00008542748,0.0001555062,0.0004136365,0.0001091313,0.0001151107,0.00005669428,0.000008051856],"category_scores_gemma":[0.0005145322,0.00004671486,0.00002874132,0.0003817235,0.000143865,0.0006564958,0.00001062263,0.0003049261,0.000002720124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768451,"about_ca_system_score_gemma":0.0003849117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002553324,"about_ca_topic_score_gemma":0.0003569289,"domain_scores_codex":[0.9989535,0.000153745,0.0003384484,0.00007323582,0.0003197929,0.0001612335],"domain_scores_gemma":[0.9991203,0.0002870591,0.0003650822,0.00003497487,0.0001049558,0.00008766063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008848864,0.00005612852,0.9492003,0.00002358806,0.000003487505,4.154369e-7,0.01668232,0.000003793634,0.00006077857,0.0004541137,0.00001303311,0.03349318],"study_design_scores_gemma":[0.000193753,0.00009787775,0.9358586,0.0002330053,0.00001431828,0.00002315614,0.06246668,0.000010372,0.000179791,0.0006944351,0.0001729294,0.00005509509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973575,0.0003664136,0.00002718665,0.0007222075,0.0002194,0.0002736789,3.359496e-7,0.00001017616,0.001023078],"genre_scores_gemma":[0.9987549,0.00002106616,0.0006172369,0.00008777912,0.0004160713,0.000009023725,0.00000343162,0.000004951515,0.00008556822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04578437,"threshold_uncertainty_score":0.3181399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07664556850574913,"score_gpt":0.3943594366075255,"score_spread":0.3177138681017764,"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."}}