{"id":"W2515606162","doi":"10.7748/ns.16.11.26.s46","title":"Outside in","year":2001,"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":"World Federation of Science Journalists","funders":"","keywords":"Psychology; Computer science; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001244207,0.00008015539,0.0001390984,0.0001824149,0.0003700399,0.00001797075,0.0001308392,0.00010297,0.002000336],"category_scores_gemma":[0.000671617,0.00007926054,0.00002306558,0.0003981222,0.0000741591,0.0002206878,0.00002079195,0.0006556828,0.0008721753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383981,"about_ca_system_score_gemma":0.0007257704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003365719,"about_ca_topic_score_gemma":0.0001640505,"domain_scores_codex":[0.9982417,0.0003557823,0.000282621,0.0001990886,0.0004046994,0.0005161097],"domain_scores_gemma":[0.9991871,0.0002221151,0.00007244635,0.0002617588,0.0001397957,0.0001167613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004388871,0.0001524452,0.862714,0.00003146336,0.00000482788,0.00002694864,0.01280121,0.000003565777,0.0001518402,0.002095068,0.02490978,0.09666999],"study_design_scores_gemma":[0.001100682,0.00006696108,0.6295561,0.0004711747,0.000006588645,0.00001083281,0.01886165,0.00003501855,0.00005174829,0.005947089,0.3437628,0.0001294738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6552042,0.0002647298,0.0003150443,0.0122503,0.001488765,0.0004373635,0.00001105199,0.00007422645,0.3299544],"genre_scores_gemma":[0.984953,0.000097673,0.0003752733,0.000687331,0.0002911403,0.00005054494,0.00001138747,0.00002776404,0.01350584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3297489,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049826507671654,"score_gpt":0.5713481439243095,"score_spread":0.4663654931571442,"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."}}