{"id":"W2748378495","doi":"10.21815/jde.017.067","title":"Developing Common Competencies for Southeast Asian General Dental Practitioners","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Harmonization; Delphi method; Medicine; Medical education; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099894,0.00006499589,0.0001232077,0.0001488289,0.001190404,0.0004173541,0.0005406476,0.00006487721,0.00005626552],"category_scores_gemma":[0.0006616958,0.00006377976,0.00009619669,0.0000625124,0.0002351956,0.0008673043,0.00004475204,0.0001635658,0.00001629735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005164559,"about_ca_system_score_gemma":0.001365584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009557095,"about_ca_topic_score_gemma":0.001827177,"domain_scores_codex":[0.9988492,0.00009591881,0.0002766903,0.00008184296,0.0005051006,0.0001912103],"domain_scores_gemma":[0.9986977,0.0000664918,0.0006115497,0.000133661,0.000371669,0.0001189598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004370018,0.001469342,0.3229311,0.0001618732,0.0002344145,0.00004170396,0.03698593,0.00001150487,0.0122442,0.2735419,0.1113927,0.2405484],"study_design_scores_gemma":[0.001282526,0.0003632841,0.205613,0.0005882028,0.00009075644,0.0005480947,0.4738535,0.00006624057,0.006978072,0.0279892,0.2820486,0.0005785738],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425934,0.00009802124,0.001950086,0.02258726,0.003521873,0.0004948606,0.00001071285,0.00002275728,0.02872106],"genre_scores_gemma":[0.9745467,0.0000433086,0.02295082,0.00008690682,0.00103743,0.00001722711,0.000004868279,0.000009707856,0.001303006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4368675,"threshold_uncertainty_score":0.9155747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277578400654136,"score_gpt":0.4929149293562562,"score_spread":0.3651570892908426,"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."}}