{"id":"W4205271138","doi":"10.1097/nnd.0000000000000827","title":"The Influence of One","year":2022,"lang":"en","type":"article","venue":"Journal for Nurses in Professional Development","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Computer science; Psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002021023,0.00009360317,0.0001324377,0.0001408423,0.00154951,0.00003387626,0.0003847757,0.00003429605,0.00005835636],"category_scores_gemma":[0.0004208453,0.00007095186,0.00004884681,0.0002287202,0.00007610424,0.0001781039,0.00002523126,0.000578393,0.000003311193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178581,"about_ca_system_score_gemma":0.0006580182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005376415,"about_ca_topic_score_gemma":0.00001093071,"domain_scores_codex":[0.9981676,0.0002643769,0.0005318408,0.0001305054,0.0006231295,0.0002825471],"domain_scores_gemma":[0.9984859,0.0007569547,0.0003992006,0.000126182,0.0001729343,0.00005879237],"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":[0.01062403,0.00538986,0.06898825,0.0003596376,0.000232565,0.00001062794,0.1343292,0.005089067,0.00954946,0.007096744,0.5941482,0.1641824],"study_design_scores_gemma":[0.0005766941,0.0001367412,0.156192,0.000191127,0.00001346738,0.00006345272,0.01185667,0.00001285108,0.001324215,0.007775289,0.8217405,0.0001169837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8692597,0.0004300422,0.000003883397,0.02005828,0.109684,0.0003852385,0.000003101244,0.000009875796,0.0001658973],"genre_scores_gemma":[0.9335912,0.00001258755,0.001075985,0.0007407344,0.0002198362,0.0001868606,0.000009977934,0.00002379982,0.06413898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2275923,"threshold_uncertainty_score":0.9997503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708570461827251,"score_gpt":0.3746342398523733,"score_spread":0.3375485352341008,"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."}}