{"id":"W2409053572","doi":"10.7748/ns.23.45.26.s30","title":"A promise that has to be kept","year":2009,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Diversity (politics); Psychology; Political science; Engineering ethics; Engineering; Management; Law; Economics","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":[],"category_scores_codex":[0.000122421,0.00008201227,0.0001670011,0.00007015204,0.0001197783,0.00003035558,0.00004911912,0.00005279413,0.002656284],"category_scores_gemma":[0.0009192464,0.00006345662,0.00004780572,0.0001500855,0.00005256245,0.00002681528,0.000002944655,0.0001425312,0.0000344355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001411875,"about_ca_system_score_gemma":0.0007589916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001323332,"about_ca_topic_score_gemma":5.685014e-7,"domain_scores_codex":[0.9991313,0.00001520192,0.0001138711,0.000168281,0.0003700517,0.0002013551],"domain_scores_gemma":[0.9985467,0.00001706294,0.00002153984,0.0002057935,0.00006312549,0.001145763],"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":[0.0003224316,0.0002902137,0.00009556468,0.00001093345,0.000006396166,0.00001596782,0.005685706,4.007279e-7,0.002402055,0.0007437018,0.7149029,0.2755237],"study_design_scores_gemma":[0.001298329,0.0008287646,0.006369115,0.0009729209,0.00004972228,0.00004492965,0.001247228,0.00002072504,0.006106575,0.0009401331,0.9819976,0.0001239479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1215081,0.0002154245,0.00253416,0.807762,0.0007017084,0.0005587093,0.00001384533,0.0001883023,0.06651779],"genre_scores_gemma":[0.9476404,0.000006096416,0.006597289,0.03497181,0.0002484535,0.00000588502,0.00001383071,0.00001175013,0.01050446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8261323,"threshold_uncertainty_score":0.9982554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09488998577584344,"score_gpt":0.4024251573648366,"score_spread":0.3075351715889932,"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."}}