{"id":"W2418241108","doi":"10.7748/ns.16.26.21.s35","title":"Could it happen here?","year":2002,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Computer science; Political science; Psychology; Computer security","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":[0.001018994,0.0001270431,0.0001896023,0.0001134984,0.001085744,0.00004652116,0.0002308011,0.000171674,0.01502329],"category_scores_gemma":[0.0006584048,0.0001233274,0.0000409361,0.0002941767,0.0001458974,0.0002944762,0.00003513588,0.0008945726,0.005769065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149388,"about_ca_system_score_gemma":0.0003339587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001129225,"about_ca_topic_score_gemma":0.00002657248,"domain_scores_codex":[0.9976447,0.0003895148,0.000338294,0.0002815724,0.0007087637,0.000637183],"domain_scores_gemma":[0.9986603,0.0002839728,0.0001303353,0.0004274522,0.0002860256,0.0002119102],"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":[0.0001529291,0.0002108291,0.05244488,0.00007787042,0.00001954805,0.000009535836,0.01566238,8.136264e-7,0.0001405872,0.002717004,0.8541521,0.07441154],"study_design_scores_gemma":[0.001071206,0.0001342674,0.022788,0.0005557317,0.0000260337,0.00001085825,0.02348303,0.0001129515,0.0001328932,0.002212591,0.9492621,0.0002103732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08883233,0.0009249957,0.0003557056,0.06409497,0.003011368,0.0008491921,0.00006751402,0.0001906792,0.8416733],"genre_scores_gemma":[0.9013259,0.0001795667,0.0006088294,0.002743192,0.0006448393,0.00007737742,0.00002042751,0.00006330374,0.09433652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8124936,"threshold_uncertainty_score":0.9950051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638537547339276,"score_gpt":0.5427335865821801,"score_spread":0.3788798318482525,"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."}}