{"id":"W2735072913","doi":"10.21815/jde.017.046","title":"Dental Faculty Members’ Pedagogic Beliefs and Curriculum Aims in Problem‐Based Learning: An Exploratory Study","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Exploratory research; Medical education; Psychology; Faculty development; Problem-based learning; Dental education; Pedagogy; Mathematics education; Professional development; Medicine; Sociology","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":[0.001876389,0.0001114062,0.0001791929,0.000210543,0.0009401293,0.0003858866,0.0003272771,0.00007173986,0.0001062243],"category_scores_gemma":[0.0003294491,0.0001020251,0.00005173536,0.000123905,0.0001171042,0.001530437,0.00004154671,0.000422377,0.000009820248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002165368,"about_ca_system_score_gemma":0.0008952887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002853878,"about_ca_topic_score_gemma":0.01247107,"domain_scores_codex":[0.9983315,0.0004783005,0.0003377256,0.0001694177,0.0004763322,0.0002067243],"domain_scores_gemma":[0.9988204,0.00002978392,0.0006833972,0.0001169739,0.0001612779,0.0001881812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002354944,0.001076053,0.9307423,0.0000121642,0.000009459713,0.00001118823,0.05957544,0.00006426937,0.0001470751,0.00007180183,0.0001377553,0.008128909],"study_design_scores_gemma":[0.001672865,0.001008878,0.388702,0.0001890973,0.0000482911,0.00002633738,0.6009105,0.00009022012,0.00009038674,0.0002294277,0.006766331,0.0002656814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963377,0.0001884993,0.000008573126,0.0003070417,0.0005569206,0.0003065209,7.532827e-7,0.00001243592,0.002281629],"genre_scores_gemma":[0.9986606,0.00003479205,0.0004441433,0.00004483169,0.0003709245,0.00001377732,0.000004768119,0.00001042414,0.0004157683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5420403,"threshold_uncertainty_score":0.7230809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551840935517748,"score_gpt":0.414197309604147,"score_spread":0.3590132160523722,"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."}}