{"id":"W4214568753","doi":"10.5864/d2019-014","title":"President’s Message","year":2019,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01043157,0.001505592,0.002347974,0.001669833,0.004848413,0.01025658,0.00266627,0.07481232,0.05108694],"category_scores_gemma":[0.03475134,0.001104441,0.003198549,0.0008412436,0.00260992,0.003695952,0.003149486,0.03367826,0.03812041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0038851,"about_ca_system_score_gemma":0.01556543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007790216,"about_ca_topic_score_gemma":0.0198705,"domain_scores_codex":[0.9896179,0.001460125,0.0005360322,0.001088662,0.005576799,0.001720462],"domain_scores_gemma":[0.9802144,0.00480171,0.001198868,0.0006827161,0.007503581,0.005598761],"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":[0.00002031211,0.00002030144,0.00006236631,0.00003147426,0.000008079607,0.00006041073,0.00001049869,0.0000114309,0.00005339711,0.0007794916,0.9964666,0.002475561],"study_design_scores_gemma":[0.00006317832,0.00004213712,0.0006439104,0.0001751517,0.00002530008,0.00007318623,0.00006726252,0.00005107342,0.0001054835,0.0009206015,0.9978105,0.00002222415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002889647,0.002474578,0.0001199973,0.7533982,0.2276715,0.00006332702,0.0002040509,0.00009482039,0.01568448],"genre_scores_gemma":[0.0014154,0.001102987,0.0002174568,0.8463736,0.07088515,0.0001275305,0.0001047461,0.00004025355,0.07973283],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07481232,"threshold_uncertainty_score":0.1709028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105720968226444,"score_gpt":0.2870904627452412,"score_spread":0.2660332530629768,"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."}}