{"id":"W2394645666","doi":"","title":"AC OMPREHENSIVE FACULTY DEVELOPMENT MODEL FOR NURSING EDUCATION MICHELE DRUMMOND-YOUNG, BSCN, MHSC (HCP), ⁎ BARBARA BROWN, BSCN, MSCN, ⁎ CHARLOTTE NOESGAARD, BN, MSCN, ⁎ OLA LUNYK-CHILD, BSCN, MSCN, ⁎","year":2010,"lang":"en","type":"article","venue":"","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Faculty development; Conceptualization; Professional development; Collaborative model; Nurse education; Medical education; Nursing; Sociology; Political science; Pedagogy; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005015536,0.001086398,0.0009868389,0.0005890981,0.004266407,0.001152509,0.001828941,0.0009591373,0.001033604],"category_scores_gemma":[0.003499207,0.00110674,0.0005068636,0.000804871,0.0008002449,0.002758497,0.0002641108,0.001787926,0.0008491956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111461,"about_ca_system_score_gemma":0.004411624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873326,"about_ca_topic_score_gemma":0.01127729,"domain_scores_codex":[0.9909362,0.0007514848,0.001786928,0.002024753,0.002535729,0.001964865],"domain_scores_gemma":[0.9928794,0.0008300072,0.001370415,0.001251979,0.002716041,0.0009521649],"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":[0.0006617486,0.005236152,0.006600935,0.0004397115,0.0009681151,0.00001013173,0.2269109,0.001600073,0.04003336,0.1364852,0.4139719,0.1670818],"study_design_scores_gemma":[0.002567286,0.0001658497,0.008215805,0.0004797294,0.0005153404,0.00004842055,0.01876556,0.01723994,0.008372425,0.007069921,0.9337972,0.002762538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5763562,0.001861527,0.04837404,0.1002917,0.0151408,0.01114727,0.000215502,0.002982771,0.2436303],"genre_scores_gemma":[0.7603539,0.0002053606,0.1138863,0.004957218,0.00234505,0.001093209,0.0008266135,0.0003092303,0.1160232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5198253,"threshold_uncertainty_score":0.9999288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.097354373265744,"score_gpt":0.4392922724330613,"score_spread":0.3419378991673173,"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."}}