{"id":"W7132983460","doi":"","title":"The transition to problem-based learning: Nurse educators&apos; experiences in a collaborative BScN program in Ontario","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Foundation for Healthcare Improvement; Bibliographical Society of Canada","funders":"","keywords":"Bachelor; Context (archaeology); Transition (genetics); Nurse education; Identity (music); Nurse educator; Process (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002668384,0.0007375315,0.0007512724,0.0006684532,0.001954321,0.0008071807,0.0007884335,0.0007131722,0.000462065],"category_scores_gemma":[0.0004411228,0.0006645334,0.0001974835,0.004894693,0.0004714781,0.0004056688,0.00001837335,0.002383203,0.00006101415],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002622574,"about_ca_system_score_gemma":0.0199684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4604768,"about_ca_topic_score_gemma":0.9576179,"domain_scores_codex":[0.9932509,0.001898337,0.0009917492,0.001204961,0.001169542,0.001484509],"domain_scores_gemma":[0.9977532,0.0004693911,0.0006554456,0.0003062876,0.0004485981,0.0003671026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008662871,0.0007122646,0.003010138,0.00009792091,0.00002121457,0.0000209931,0.9707868,0.01006372,0.00009107111,0.0006305605,0.0000422161,0.01365684],"study_design_scores_gemma":[0.001262132,0.001613983,0.003351552,0.001800075,0.00003856232,5.405076e-7,0.9332041,0.0001464784,0.0004610427,0.0002751329,0.05699041,0.0008560594],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652463,0.0007869153,0.00003876655,0.00501012,0.0009457329,0.007102884,0.000001220097,0.0001331685,0.02073486],"genre_scores_gemma":[0.9802737,0.00009368165,0.001619089,0.0001541907,0.0001290231,0.006631764,0.0001554839,0.00006654871,0.01087651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.497141,"threshold_uncertainty_score":0.9999183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043902888609225,"score_gpt":0.3882018200480841,"score_spread":0.3677627911619918,"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."}}