{"id":"W2527999111","doi":"10.12927/cjnl.2016.24811","title":"Impact of a Leadership Development Institute on Professional Lives and Careers","year":2016,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Coaching; Leadership development; Career development; Experiential learning; Professional development; Psychology; Medical education; Career counseling; Career path; Pedagogy; Public relations; Political science; Medicine; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006423999,0.0004120053,0.0003962483,0.0004475974,0.0003455172,0.00006979623,0.0003027056,0.0002436893,0.00008169615],"category_scores_gemma":[0.0005205933,0.0002989173,0.0001523084,0.0003291736,0.001049734,0.0006652102,0.000006549404,0.0004171027,0.00006998999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007544698,"about_ca_system_score_gemma":0.0005014562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005098882,"about_ca_topic_score_gemma":0.00003316259,"domain_scores_codex":[0.9970816,0.0003349575,0.0004752453,0.0006176503,0.0006285009,0.0008620163],"domain_scores_gemma":[0.9981273,0.0006580862,0.0003187658,0.0004304984,0.0001604389,0.0003048559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005471705,0.002343268,0.07850497,0.0006889577,0.0002951216,0.0000123856,0.2117378,0.00001862839,0.02555197,0.001290233,0.02004972,0.6540353],"study_design_scores_gemma":[0.003912475,0.002027075,0.858207,0.01117783,0.0002299262,0.0001414919,0.0931588,0.00001385112,0.0246142,0.001089556,0.004102363,0.001325376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296691,0.001164192,0.0001708052,0.0613071,0.004756476,0.0004987278,0.000007274514,0.0002022383,0.002224091],"genre_scores_gemma":[0.9957176,0.000004901553,0.0009682949,0.0007711504,0.0004340097,0.00001954659,0.00001419539,0.00006837211,0.002001904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7797021,"threshold_uncertainty_score":0.9999463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949364740231906,"score_gpt":0.3660982650994221,"score_spread":0.1711617910762315,"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."}}