{"id":"W2052078646","doi":"10.12927/cjnl.2012.23060","title":"Twenty Years of donnerwheeler: What We've Learned","year":2012,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Psychology; Sociology; Political science; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01652486,0.001245112,0.001581569,0.001474491,0.007610259,0.01263811,0.003227697,0.007577599,0.01779288],"category_scores_gemma":[0.04687183,0.0006315311,0.0009844927,0.001619496,0.009702858,0.02172405,0.007763356,0.02373228,0.007236819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007363456,"about_ca_system_score_gemma":0.0308435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02454314,"about_ca_topic_score_gemma":0.04152295,"domain_scores_codex":[0.9900889,0.003934922,0.00049584,0.00104295,0.002865157,0.001572355],"domain_scores_gemma":[0.9379973,0.01238285,0.002666824,0.001404716,0.01223961,0.03330865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009679571,0.0002772545,0.002554159,0.001971414,0.00004703637,0.00135118,0.01891764,0.00009928327,0.0003686296,0.01010595,0.7621118,0.2020988],"study_design_scores_gemma":[0.00001714614,0.0001058715,0.001185647,0.00406305,0.0000197446,0.00149198,0.02955451,0.00004840544,0.0002574875,0.007510464,0.9556478,0.00009788085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003042991,0.1726493,0.00150132,0.7545232,0.06012567,0.00003330056,0.00008437662,0.0001665381,0.007873295],"genre_scores_gemma":[0.04975897,0.2507726,0.006311406,0.6050349,0.02995463,0.0001972004,0.0002824492,0.0002926378,0.05739528],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02454314,"threshold_uncertainty_score":0.08739287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1770190797053358,"score_gpt":0.3449937235276558,"score_spread":0.16797464382232,"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."}}