{"id":"W2775245472","doi":"","title":"Establishing Evidence-Based Faculty Development Strategies to Enhance Implementation of IPE in Nursing","year":2018,"lang":"en","type":"article","venue":"Nursing Education Research Conference 2018 (NERC18)","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Nursing; Medical education; Medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004139281,0.0003167007,0.0003499555,0.001454177,0.0006694453,0.0008742075,0.0007671319,0.0001991916,0.0004695955],"category_scores_gemma":[0.001628699,0.0003497098,0.00005363994,0.00202785,0.0008652959,0.002391742,0.00001579764,0.0006891881,0.0001538037],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293565,"about_ca_system_score_gemma":0.008859448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463036,"about_ca_topic_score_gemma":0.001323833,"domain_scores_codex":[0.9945342,0.001102745,0.0008595643,0.0008715949,0.001543544,0.001088369],"domain_scores_gemma":[0.9949336,0.0008703143,0.000347386,0.0006915154,0.002811746,0.0003454121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000663105,0.001663781,0.004533444,0.0002121885,0.00001250296,4.703717e-7,0.1716887,0.00002466008,0.05201535,0.002617848,0.03294095,0.733627],"study_design_scores_gemma":[0.0006758634,0.001331816,0.2122948,0.0186376,0.00005207932,0.00000905522,0.3880554,0.000319447,0.3547775,0.008037427,0.01491629,0.0008926789],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362444,0.0003715832,0.00553645,0.04380841,0.004978132,0.00150954,0.000008537983,0.0001128993,0.007430021],"genre_scores_gemma":[0.9798556,0.000009900768,0.01833681,0.0003308077,0.0007315456,0.0001812893,0.00008903595,0.00004897988,0.0004160317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7327343,"threshold_uncertainty_score":0.9998955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2201463231078289,"score_gpt":0.5459066228472768,"score_spread":0.3257602997394479,"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."}}