{"id":"W2441945374","doi":"10.7748/ns.25.26.61.s52","title":"Raring to go","year":2011,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","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":[0.0005210754,0.0002011071,0.0002200425,0.000218843,0.0003370814,0.0001300143,0.0002665901,0.0001099609,0.0003439405],"category_scores_gemma":[0.0002236386,0.0002160053,0.00007402766,0.0003672871,0.000125625,0.0003605033,0.000004614361,0.000289846,0.000433423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004555526,"about_ca_system_score_gemma":0.00009073399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006883635,"about_ca_topic_score_gemma":0.00002023062,"domain_scores_codex":[0.9982693,0.0001206208,0.0002582489,0.0004043532,0.0003991616,0.0005482751],"domain_scores_gemma":[0.9989642,0.00008672755,0.0000951149,0.0004620973,0.0001395775,0.0002523192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004842773,0.0006928206,0.008891624,0.00007937569,0.00005091251,0.00001357935,0.2739016,0.00001041202,0.004252715,0.007399123,0.2535694,0.4462957],"study_design_scores_gemma":[0.002493645,0.002532384,0.08113368,0.002366852,0.0004494643,0.0001774392,0.02933018,0.00004685478,0.1145816,0.03854473,0.7265182,0.001825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3311842,0.0008459449,0.01518617,0.04167693,0.03146454,0.001008487,0.00002651889,0.001251236,0.577356],"genre_scores_gemma":[0.9782056,0.00000166013,0.01777371,0.001539281,0.0006883507,0.00001187463,0.000006156125,0.00007186383,0.001701513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6470214,"threshold_uncertainty_score":0.8808438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05785350252718067,"score_gpt":0.3409810199894889,"score_spread":0.2831275174623082,"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."}}