{"id":"W2416624357","doi":"10.7748/ns.17.4.20.s39","title":"Better luck next time","year":2002,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Luck; Psychology; Computer science; Philosophy; Epistemology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003443111,0.0001568575,0.0003359872,0.00009669898,0.0008906277,0.00001884768,0.0001606411,0.0002032842,0.01877755],"category_scores_gemma":[0.00006996006,0.000139495,0.00008006097,0.0001628571,0.000079206,0.0001985444,0.00002821466,0.0006046956,0.006241924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097306,"about_ca_system_score_gemma":0.0002316674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001811469,"about_ca_topic_score_gemma":0.000007343316,"domain_scores_codex":[0.9980196,0.0002265961,0.0004142286,0.0002552103,0.0003492195,0.0007351091],"domain_scores_gemma":[0.9989481,0.0002538322,0.0001149533,0.000374071,0.000122735,0.0001863377],"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":[0.00004471171,0.00002363881,0.002501607,0.00005071039,0.000008355611,0.000008140188,0.00253275,1.699004e-7,0.0001231452,0.0004137542,0.8856977,0.1085953],"study_design_scores_gemma":[0.0009604064,0.0001253831,0.004259696,0.0002696391,0.00002633204,0.000003445888,0.0002871913,0.00007299614,0.00003411176,0.001934494,0.9918251,0.0002011975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05546268,0.001692723,0.0005718903,0.1230608,0.003050343,0.0007015195,0.0001028835,0.000543143,0.814814],"genre_scores_gemma":[0.4128108,0.0006669095,0.01328822,0.3294466,0.006729919,0.0001919455,0.0001202198,0.0003369498,0.2364084],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5784056,"threshold_uncertainty_score":0.9945318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06572743336540156,"score_gpt":0.4137492581358403,"score_spread":0.3480218247704387,"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."}}