{"id":"W2598507708","doi":"10.12968/denn.2016.12.12.657","title":"A positive environment","year":2016,"lang":"en","type":"article","venue":"Dental Nursing","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dental nurse; Medicine; Nursing; Dental practice; Professional development; Nurse education; Medical education; Family medicine; Dentistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006519231,0.0009105158,0.0007270267,0.0008339047,0.02317459,0.01508055,0.001686576,0.004820851,0.03925758],"category_scores_gemma":[0.01199253,0.0004557827,0.000776175,0.0003433645,0.0182048,0.009624545,0.02166496,0.01409793,0.01105172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002754794,"about_ca_system_score_gemma":0.009573726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002815997,"about_ca_topic_score_gemma":0.007839995,"domain_scores_codex":[0.9888653,0.005842166,0.0001077498,0.0007386532,0.001970029,0.002476049],"domain_scores_gemma":[0.9759221,0.001888888,0.0008949437,0.0007490874,0.002100992,0.01844388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001086626,0.0007101005,0.003407326,0.0003159293,0.00006502748,0.001874171,0.04989388,0.0001228554,0.001332366,0.07852128,0.8048424,0.05880599],"study_design_scores_gemma":[0.00002896044,0.0001535828,0.001571909,0.0004365244,0.00001420191,0.001026908,0.05747134,0.00004870164,0.0002892932,0.01966144,0.9192365,0.00006047398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03576518,0.009154432,0.003768511,0.4725646,0.02915612,0.0001275382,0.0001091876,0.0007138377,0.4486406],"genre_scores_gemma":[0.4206846,0.01013944,0.004600239,0.2760372,0.006707986,0.0003631354,0.0001477912,0.0008035282,0.2805161],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03925758,"threshold_uncertainty_score":0.1313297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05612967037545005,"score_gpt":0.4881128823539151,"score_spread":0.4319832119784651,"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."}}