{"id":"W4256524615","doi":"10.5864/d2016-007","title":"Branch Update","year":2016,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005267497,0.000841875,0.001215964,0.003519672,0.001264477,0.005744691,0.002761683,0.005995125,0.3324479],"category_scores_gemma":[0.03076042,0.0005252858,0.001146877,0.002893059,0.000485659,0.004591823,0.002484819,0.006032485,0.221045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542193,"about_ca_system_score_gemma":0.00606044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006132559,"about_ca_topic_score_gemma":0.01320474,"domain_scores_codex":[0.9970975,0.0005083438,0.0003243858,0.0003154381,0.001398686,0.000355731],"domain_scores_gemma":[0.9680301,0.003472628,0.00127198,0.001226016,0.02164532,0.00435388],"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":[0.00001707297,0.000009209273,0.00003840368,0.00005609043,0.000001372377,0.00001562636,0.000004194559,0.000006420066,0.00001517419,0.0001892382,0.9837759,0.01587129],"study_design_scores_gemma":[0.000007681675,0.000006991044,0.0001641173,0.0001133283,0.00000277705,0.00002892638,0.000008104062,0.000006140354,0.00001507652,0.0001217553,0.9995228,0.000002395289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001084523,0.03852702,0.002626214,0.3208244,0.2349534,0.0006131349,0.02132908,0.004565666,0.3754764],"genre_scores_gemma":[0.004861409,0.03734584,0.00380079,0.1306693,0.1015016,0.0009329451,0.02271838,0.001837474,0.6963323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3324479,"threshold_uncertainty_score":0.9521821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636524215864985,"score_gpt":0.2935053803639448,"score_spread":0.267140138205295,"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."}}