{"id":"W4249024365","doi":"10.5864/d2018-013","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":"Political science; Psychology","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":[0.00027814,0.00008316048,0.0001340939,0.00001647814,0.0000795498,0.000005499522,0.0000624605,0.00002036991,0.06542673],"category_scores_gemma":[0.000003064406,0.00008117442,0.00003363561,0.00003275785,0.00004046636,0.00007708367,0.00001325084,0.00006597326,0.03758267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868053,"about_ca_system_score_gemma":0.000006638745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.060088e-7,"about_ca_topic_score_gemma":0.000004842042,"domain_scores_codex":[0.9993065,0.00005740163,0.0002196788,0.0001038187,0.0001567063,0.0001558869],"domain_scores_gemma":[0.9996998,0.000005252479,0.00002941208,0.0001673228,0.000001269583,0.00009690167],"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":[0.000001157538,0.0000286576,0.000181765,0.002330257,0.000009523214,6.847606e-7,0.0003216279,0.00002122005,0.0004572229,0.000007160262,0.7827605,0.2138803],"study_design_scores_gemma":[0.0001046164,0.00005802374,0.02473397,0.0006967042,0.000007930376,0.000004508747,0.00001446404,0.0004670422,0.00005221641,0.00001914336,0.9737287,0.000112632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1123363,0.7949476,0.003872274,0.00446977,0.004733707,0.004231641,0.0000687463,0.001525207,0.07381478],"genre_scores_gemma":[0.4572701,0.5244957,0.0006597725,0.01130893,0.001289974,0.0001096751,0.0001047641,0.00007213202,0.004688963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3449338,"threshold_uncertainty_score":0.9631667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115311852295563,"score_gpt":0.3157080286495255,"score_spread":0.2845549101265699,"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."}}