{"id":"W7132882097","doi":"","title":"Radical Transformation of Nursing Education in Ontario: Multiple Case Study of Four Ontario Colleges","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Nurse education; Stakeholder; Policy analysis; Higher education; Government (linguistics); Christian ministry; Education policy; Legislature","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":[0.003494145,0.0003691431,0.0004076982,0.001963489,0.02325162,0.004028866,0.002485829,0.002025321,0.003344693],"category_scores_gemma":[0.006182738,0.0005945652,0.0004806845,0.004788213,0.006595422,0.00183231,0.004859643,0.00213348,0.0002967808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08049391,"about_ca_system_score_gemma":0.05008567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8559119,"about_ca_topic_score_gemma":0.9616248,"domain_scores_codex":[0.994858,0.001667357,0.000152934,0.000364171,0.001112648,0.001844815],"domain_scores_gemma":[0.9941856,0.00209982,0.0009638967,0.0003155901,0.0009356558,0.001499388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000134537,0.0004346619,0.06552703,0.0002799198,0.00002899749,0.01856188,0.8796518,0.0007534697,0.00138094,0.009014808,0.003851497,0.02038036],"study_design_scores_gemma":[0.00001481169,0.0001139787,0.03206946,0.0001231692,0.00001609744,0.0006255434,0.9308628,0.0004311829,0.0003192913,0.0004404932,0.0349518,0.0000313962],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854847,0.0003221829,0.0004860491,0.001846154,0.00002787949,0.0003044894,0.0001248859,0.00000684685,0.011397],"genre_scores_gemma":[0.9870136,0.0008017428,0.001098373,0.0005182279,0.00001742619,0.0002122257,0.0001021784,0.00001375671,0.01022249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1440881,"threshold_uncertainty_score":0.5840269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0625329766604718,"score_gpt":0.3903134274271312,"score_spread":0.3277804507666593,"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."}}