{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009841201,0.001077336,0.0008825521,0.001023115,0.01517812,0.01234581,0.002272584,0.02385165,0.1065778],"category_scores_gemma":[0.09510359,0.000817849,0.001708996,0.0003133765,0.005492068,0.008305117,0.01317118,0.0364784,0.09526416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002442067,"about_ca_system_score_gemma":0.01002437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006928158,"about_ca_topic_score_gemma":0.01469625,"domain_scores_codex":[0.983751,0.005589699,0.0004485217,0.0009029062,0.005823925,0.003483838],"domain_scores_gemma":[0.9562899,0.01113743,0.001621449,0.002036368,0.016893,0.01202185],"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":[0.00003105719,0.00003474421,0.0001696455,0.0000278212,0.000004945252,0.0003606797,0.0008129363,0.00001292603,0.0003613357,0.001703469,0.9843504,0.01212997],"study_design_scores_gemma":[0.00002989338,0.00002533906,0.0003090845,0.00009409899,0.000007858011,0.0003176259,0.004346609,0.00007024077,0.0002462533,0.002678238,0.9918432,0.00003157207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001239472,0.001064668,0.00298317,0.7968378,0.09842352,0.0001284467,0.00007961161,0.0007055098,0.09853791],"genre_scores_gemma":[0.02300963,0.001086555,0.003072289,0.5510227,0.03042263,0.0003710853,0.0001238898,0.0007719853,0.3901193],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1065778,"threshold_uncertainty_score":0.3565383,"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."}}