{"id":"W2333597815","doi":"10.7748/ns.28.46.28.s30","title":"Make your voice heard","year":2014,"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":"Psychology; Audiology; Speech recognition; Communication; 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":[0.002154767,0.0001324364,0.0002073951,0.0001305796,0.0009988034,0.00004460293,0.000217984,0.0001557047,0.001389321],"category_scores_gemma":[0.001307604,0.0001277345,0.00004961896,0.0002534616,0.0001232319,0.0001938636,0.0000415457,0.0008361334,0.003097218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000981949,"about_ca_system_score_gemma":0.0006800817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001318927,"about_ca_topic_score_gemma":0.00004038246,"domain_scores_codex":[0.9972991,0.0007092832,0.0003353559,0.0003030802,0.0006911824,0.0006619341],"domain_scores_gemma":[0.9984049,0.000370388,0.0001355584,0.0004907947,0.0003570721,0.000241293],"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":[0.0007772656,0.0002882626,0.1151761,0.0001939752,0.00003316769,0.000003184656,0.02257299,0.000006703887,0.0007354626,0.01037981,0.1555446,0.6942884],"study_design_scores_gemma":[0.0007453793,0.0001148044,0.1328946,0.0002845768,0.00001984338,0.000005759833,0.006647161,0.0000866906,0.0001037314,0.002101074,0.85685,0.0001464004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4499981,0.000393617,0.003797838,0.0446569,0.005421686,0.000905027,0.00006622008,0.0003379953,0.4944226],"genre_scores_gemma":[0.9547595,0.00004020377,0.002307924,0.002414841,0.002142299,0.00007064933,0.00003092996,0.0000763102,0.03815731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7013054,"threshold_uncertainty_score":0.9995235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09621773547965694,"score_gpt":0.5385985049207452,"score_spread":0.4423807694410883,"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."}}