{"id":"W2189288974","doi":"10.1002/j.0022-0337.2012.76.3.tb05260.x","title":"A Model for Cultivating Dental Hygiene Faculty Development Within a Community of Practice","year":2012,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dental hygiene; Medical education; Context (archaeology); Psychology; Faculty development; Community practice; Professional development; Qualitative research; Academic community; Pedagogy; Medicine; Nursing; 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":[0.006392654,0.0007067395,0.0002388116,0.001711146,0.00577539,0.006172121,0.002647209,0.002104894,0.00793168],"category_scores_gemma":[0.007297943,0.0004541209,0.00089025,0.0009566115,0.006674977,0.005542981,0.00615845,0.001824996,0.001628344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006336603,"about_ca_system_score_gemma":0.01653177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005478532,"about_ca_topic_score_gemma":0.01336079,"domain_scores_codex":[0.9937204,0.004269819,0.0001450081,0.000637111,0.0006446395,0.0005829878],"domain_scores_gemma":[0.9940761,0.001491466,0.0004254877,0.0004000914,0.0007710391,0.002835754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004653163,0.009905787,0.03849289,0.001181656,0.0001015058,0.002513601,0.2514758,0.008061625,0.009235803,0.3089704,0.0240255,0.3455701],"study_design_scores_gemma":[0.001100791,0.006545122,0.02445898,0.00185306,0.0001980753,0.003147837,0.1892217,0.05228936,0.004408435,0.28721,0.429185,0.0003816516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4226478,0.0008184384,0.2517034,0.04252169,0.0007995994,0.00567844,0.0001675573,0.00131878,0.2743444],"genre_scores_gemma":[0.6639087,0.0005204623,0.3110391,0.001256899,0.00006192512,0.002881634,0.0001102128,0.00008609003,0.02013514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00793168,"threshold_uncertainty_score":0.04597545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07237907854526016,"score_gpt":0.4301932937065608,"score_spread":0.3578142151613006,"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."}}