{"id":"W2017676722","doi":"10.1097/00124645-200107000-00010","title":"ENHANCING THE LEARNING IN SELF-DIRECTED LEARNING MODULES","year":2001,"lang":"en","type":"review","venue":"Journal for Nurses in Staff Development","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Saskatchewan","funders":"","keywords":"Autodidacticism; Psychology; Nurse education; Experiential learning; Educational technology; Continuing education; Active learning (machine learning); Independent study; Medical education; Computer science; Mathematics education; Teaching method; Medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002990846,0.0003865213,0.001021648,0.0006774116,0.001818531,0.00006140922,0.0003705131,0.0004484778,0.0003047782],"category_scores_gemma":[0.0012267,0.0002563595,0.0001677313,0.001043365,0.00002081788,0.0001561205,0.00008875953,0.004066673,0.0001110897],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002803136,"about_ca_system_score_gemma":0.006820959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001876076,"about_ca_topic_score_gemma":0.0006836577,"domain_scores_codex":[0.9944254,0.001937083,0.002179072,0.0003355573,0.0004215475,0.0007013901],"domain_scores_gemma":[0.9963968,0.001548247,0.001376047,0.0001490989,0.0004214367,0.0001083071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006983956,0.0002359268,0.0004562492,0.00437264,0.0001097134,0.00001511227,0.03019235,0.0001256211,8.037171e-7,0.000213298,0.009676278,0.9545321],"study_design_scores_gemma":[0.000373044,0.0000458527,0.0002193575,0.029981,0.00004787699,0.00002283234,0.0169816,0.0001189595,5.192719e-7,0.00008179884,0.9518428,0.0002842856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001806376,0.9635792,0.0002396202,0.0004290259,0.02689901,0.003690525,0.000004449483,0.0002832628,0.003068499],"genre_scores_gemma":[0.00008460843,0.9252845,0.003491664,0.00008336439,0.0006734612,0.001289063,0.0001094009,0.00008717532,0.06889676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9542479,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06030322646318336,"score_gpt":0.4836776899485353,"score_spread":0.4233744634853519,"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."}}