{"id":"W4388618080","doi":"10.1002/jdd.13412","title":"Thriving in foreign learning environments: The case of hands‐on activities in early years of dental education","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thriving; Curriculum; Focus group; Psychology; Medical education; Cognition; Dental education; Mathematics education; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005856406,0.0006420641,0.0005310377,0.001762,0.009689456,0.007111483,0.002141529,0.003932627,0.00617848],"category_scores_gemma":[0.01385296,0.0006187205,0.0009702329,0.001021771,0.006162791,0.004129718,0.01079072,0.003629721,0.001103849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003785285,"about_ca_system_score_gemma":0.004661261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006427907,"about_ca_topic_score_gemma":0.01673117,"domain_scores_codex":[0.9925222,0.003586802,0.0002328057,0.00044193,0.0009704331,0.002245778],"domain_scores_gemma":[0.9877647,0.004912238,0.001007801,0.000670189,0.0006963388,0.00494871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002406209,0.001565122,0.074398,0.0005177623,0.00003939019,0.06144559,0.7493562,0.0006745787,0.003256894,0.01151369,0.005678748,0.09131331],"study_design_scores_gemma":[0.00002986618,0.0004723957,0.03428794,0.0005133025,0.0000288574,0.03032341,0.8776,0.001206634,0.001559093,0.005908749,0.04796344,0.0001063388],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700983,0.00041094,0.003570901,0.003622436,0.0001097798,0.0001143563,0.00004370941,0.00004765525,0.02198196],"genre_scores_gemma":[0.9933012,0.0002164313,0.002211086,0.0004054753,0.00003236132,0.00005236545,0.00001805087,0.00002012221,0.003743129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009689456,"threshold_uncertainty_score":0.030972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869654037476347,"score_gpt":0.3435688794646465,"score_spread":0.3248723390898831,"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."}}