{"id":"W3036228864","doi":"10.5539/jel.v9n4p38","title":"Changing Landscapes in Higher Dental Education","year":2020,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dental education; Curriculum; Medical education; Adaptation (eye); Higher education; Psychology; Medicine; Pedagogy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005160514,0.0002186169,0.0003638905,0.001354829,0.01430469,0.01928943,0.0009887943,0.002750405,0.02520993],"category_scores_gemma":[0.003654644,0.0002820825,0.0003132441,0.001872398,0.01578082,0.007837869,0.01370324,0.003443128,0.002292807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00759816,"about_ca_system_score_gemma":0.008509211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004109635,"about_ca_topic_score_gemma":0.00939361,"domain_scores_codex":[0.9942554,0.003404061,0.0001373427,0.0003864558,0.000740766,0.001076025],"domain_scores_gemma":[0.9966233,0.0008756719,0.0002693586,0.0002086572,0.0003421306,0.001680931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009309298,0.0003136128,0.01853291,0.0009999643,0.0000218137,0.0009209463,0.1593469,0.0004864563,0.001447143,0.4397675,0.04986988,0.3281999],"study_design_scores_gemma":[0.00001452994,0.0001062602,0.02370116,0.0006442905,0.000007059922,0.0004393139,0.1529747,0.00009997898,0.0002821097,0.04879192,0.7729036,0.00003520058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2475166,0.03301653,0.006606372,0.1638045,0.002327641,0.0001243189,0.0001287517,0.0002264782,0.5462489],"genre_scores_gemma":[0.9576784,0.004561177,0.002499178,0.007017719,0.0003275876,0.00004124677,0.00003679829,0.00005384089,0.02778412],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02520993,"threshold_uncertainty_score":0.08433563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227733841783178,"score_gpt":0.3548673302631056,"score_spread":0.3225899918452738,"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."}}