{"id":"W7112534213","doi":"","title":"Experiences of Northern Ontario Nurse Educators in Adapting Teaching Methods","year":2025,"lang":"","type":"article","venue":"ScholarWorks (Walden University)","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nurse education; Bachelor; Accreditation; Qualitative research; Lifelong learning; Nurse educator; Professional development; Teaching method; Preceptor","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":[0.008779556,0.0004844397,0.0006262342,0.0008626723,0.01563412,0.004387947,0.001736699,0.001629034,0.001733951],"category_scores_gemma":[0.0180673,0.0006168522,0.0003919239,0.001471667,0.009270522,0.002130055,0.005532766,0.002212139,0.0002084553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03002805,"about_ca_system_score_gemma":0.03179927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5362768,"about_ca_topic_score_gemma":0.7912644,"domain_scores_codex":[0.9895767,0.005990854,0.0003276269,0.0005480297,0.001549707,0.002007048],"domain_scores_gemma":[0.9881375,0.005378664,0.001055585,0.000549144,0.002345192,0.002533894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002718343,0.00003007549,0.005471773,0.00005009172,0.000001997746,0.00068968,0.9876659,0.00002896171,0.0004257519,0.0002980584,0.0004537563,0.004856755],"study_design_scores_gemma":[0.000006543818,0.00006531981,0.005745952,0.0001300303,0.000006771628,0.0002977524,0.9677196,0.00008985021,0.0002836035,0.0001302988,0.02549884,0.00002549802],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895898,0.0004437876,0.0008536056,0.001526727,0.00005699669,0.00008708628,0.00002709325,0.00002095867,0.007393932],"genre_scores_gemma":[0.9922042,0.0005787737,0.0008914903,0.0007196775,0.00001318259,0.00007598327,0.0000292147,0.00002475517,0.005462819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4637232,"threshold_uncertainty_score":0.9329083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538175050395386,"score_gpt":0.317030168997488,"score_spread":0.3016484184935341,"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."}}