{"id":"W4235171869","doi":"10.12927/cjnl.2007.18781","title":"Transitions","year":2007,"lang":"en","type":"article","venue":"Nursing leadership","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nursing; Psychology; Political science; Sociology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001168329,0.0003635411,0.0002539716,0.0009310038,0.005560913,0.005840786,0.001282781,0.001478944,0.294351],"category_scores_gemma":[0.003647889,0.0002498635,0.0005890533,0.0007972562,0.001167949,0.002440057,0.00639986,0.003501686,0.1067934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002637685,"about_ca_system_score_gemma":0.008150233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005942799,"about_ca_topic_score_gemma":0.015874,"domain_scores_codex":[0.9978566,0.0002909967,0.00005287383,0.0002542113,0.000471223,0.001074252],"domain_scores_gemma":[0.9966869,0.0001377411,0.00008597558,0.0002180906,0.0004961878,0.002375085],"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":[0.0001780227,0.0004074164,0.003488,0.0001320759,0.000007255484,0.0003879428,0.004259858,0.0001222599,0.0005405755,0.08777111,0.7182308,0.1844748],"study_design_scores_gemma":[0.00001720211,0.00007594914,0.004341688,0.00008941923,0.000003131153,0.0001675608,0.004878657,0.0000554424,0.0002838728,0.005350633,0.9847249,0.00001151492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01282505,0.0003420242,0.001642725,0.01079496,0.003033722,0.0002746209,0.000648624,0.0006244291,0.9698139],"genre_scores_gemma":[0.0815063,0.0002581837,0.0008328878,0.003478277,0.0002694752,0.0001561016,0.0007505321,0.0001811291,0.9125671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.294351,"threshold_uncertainty_score":0.9847021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.330004838519393,"score_gpt":0.3379336645014226,"score_spread":0.007928825982029597,"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."}}