{"id":"W4249278862","doi":"10.5864/d2018-005","title":"President’s Message","year":2018,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute of Public Health Inspectors","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002786015,0.00008318396,0.0001342231,0.00001652994,0.0000789215,0.000005241979,0.00006237248,0.00002038622,0.06705965],"category_scores_gemma":[0.000003060619,0.00008118894,0.00003365695,0.00003181033,0.000039936,0.00007387581,0.00001321265,0.00006597704,0.03878853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001944547,"about_ca_system_score_gemma":0.000006876104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.428451e-7,"about_ca_topic_score_gemma":0.00000559009,"domain_scores_codex":[0.9993041,0.00005729332,0.0002218129,0.000103844,0.0001569994,0.0001559254],"domain_scores_gemma":[0.9996998,0.000005142013,0.00002945292,0.0001673381,0.000001264614,0.00009698192],"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":[0.000001020677,0.00002637765,0.0001723465,0.002133703,0.00000871974,6.145177e-7,0.0003083792,0.00001918117,0.000398769,0.000006925201,0.8077176,0.1892064],"study_design_scores_gemma":[0.0001010338,0.00005553285,0.02389639,0.0006768271,0.000007563595,0.000004424137,0.00001357618,0.0004633879,0.00004871429,0.00001842241,0.9746052,0.000108953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1015926,0.8013074,0.003821163,0.004926499,0.005196709,0.004384513,0.00007514038,0.001577074,0.07711881],"genre_scores_gemma":[0.4316621,0.5480934,0.0006706574,0.012406,0.001317937,0.0001148861,0.0001096861,0.00007440273,0.005550893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3300694,"threshold_uncertainty_score":0.9619599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385668843551948,"score_gpt":0.3166214500798236,"score_spread":0.2827647616443041,"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."}}