{"id":"W328687737","doi":"10.51644/9781554582525","title":"Florence Nightingale’s Suggestions for Thought","year":2008,"lang":"en","type":"book","venue":"","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Politics; Classics; History; Cabinet (room); Art history; Sociology; Art; Law; Political science; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.004173049,0.001277591,0.0005945479,0.002225618,0.006187191,0.007907288,0.001511608,0.003349497,0.03672513],"category_scores_gemma":[0.01639124,0.0005237987,0.0006869275,0.0009138698,0.006078173,0.006075002,0.00316848,0.006857393,0.0137642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008741561,"about_ca_system_score_gemma":0.006215655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008072622,"about_ca_topic_score_gemma":0.01829302,"domain_scores_codex":[0.9958103,0.001594558,0.0001351787,0.0005280424,0.001642879,0.0002891338],"domain_scores_gemma":[0.9921203,0.003193701,0.0003502582,0.0005494365,0.002731939,0.001054364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006360588,0.000006428572,0.00001684978,0.00004269566,9.126937e-7,0.00008093726,0.00101054,0.00001216867,0.00005137345,0.02456047,0.9655924,0.008619035],"study_design_scores_gemma":[0.000001491275,0.000001567885,0.00001932629,0.00007362019,5.199435e-7,0.0000622513,0.0003745674,0.0000111547,0.0000182812,0.002215623,0.9972181,0.000003322145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007986834,0.04818197,0.003954268,0.5033102,0.1871305,0.0001155702,0.0001812305,0.0006484425,0.2556791],"genre_scores_gemma":[0.02064189,0.01654188,0.006278816,0.08409586,0.02926917,0.0003030325,0.000161997,0.0006342099,0.8420732],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03672513,"threshold_uncertainty_score":0.1228578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04645832013380567,"score_gpt":0.3199641878498425,"score_spread":0.2735058677160368,"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."}}