{"id":"W2514191147","doi":"10.7748/ns.23.50.26.s26","title":"Voices","year":2009,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004757069,0.00009974465,0.0001714023,0.00009327618,0.0007326222,0.00001272305,0.000141789,0.0001009605,0.0006374338],"category_scores_gemma":[0.00003031536,0.00008872733,0.00003236228,0.0002081392,0.00002388494,0.0001217211,0.000009229571,0.0003141966,0.0005858525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189259,"about_ca_system_score_gemma":0.0001480442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006167357,"about_ca_topic_score_gemma":0.0000380563,"domain_scores_codex":[0.9986142,0.0001558362,0.000287231,0.0001621125,0.0002279191,0.0005527286],"domain_scores_gemma":[0.9993626,0.00008329529,0.0001062707,0.000231921,0.00007690686,0.0001390358],"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":[0.0003098432,0.00007144406,0.005341628,0.0002302467,0.00001103547,0.000006516701,0.02083104,0.000003946537,0.00007219698,0.1024718,0.4489371,0.4217132],"study_design_scores_gemma":[0.0007294244,0.0002275147,0.04029349,0.0006817983,0.00001672218,3.002621e-7,0.001535869,0.00005436413,0.0000134131,0.02065913,0.9356466,0.000141399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0943045,0.0002776945,0.0008555489,0.05128245,0.001506055,0.0005574408,0.00001957147,0.0003828663,0.8508139],"genre_scores_gemma":[0.9666842,0.00005521229,0.001184766,0.02277166,0.001295047,0.00001072253,0.00001473566,0.00001691061,0.007966699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8723797,"threshold_uncertainty_score":0.7530145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05746118127641086,"score_gpt":0.5086502004033291,"score_spread":0.4511890191269182,"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."}}