{"id":"W6962896299","doi":"10.17605/osf.io/wbfde","title":"Review of Reviews","year":2018,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00432881,0.0001723713,0.0003668135,0.00007976025,0.00005848132,0.00001621329,0.0004402838,0.00009153731,0.9387452],"category_scores_gemma":[0.001310692,0.0001818676,0.0001557278,0.000180594,0.0001150415,0.0001536694,0.0001714174,0.000177259,0.9681925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136115,"about_ca_system_score_gemma":0.00002882172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002226781,"about_ca_topic_score_gemma":0.000009737742,"domain_scores_codex":[0.9980721,0.0002976262,0.0006408144,0.0005661294,0.0002250566,0.0001982471],"domain_scores_gemma":[0.997628,0.0000589808,0.0001340147,0.0019192,0.0001564045,0.0001034017],"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":[0.000006498999,0.00004482103,0.0003141608,0.003703825,0.00003570718,5.044334e-7,0.0007057338,0.0001285447,0.01334274,0.00005293878,0.9246269,0.05703762],"study_design_scores_gemma":[0.0001507009,8.784526e-7,0.002756456,0.002503976,0.00004346587,0.000005125612,0.00001120713,0.001153712,0.003668268,0.00029009,0.9892262,0.0001899583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007408611,0.0002502111,0.003225759,0.00009608268,0.000793906,0.0008587922,0.000004689427,0.0002372512,0.9871247],"genre_scores_gemma":[0.1296921,0.2414575,0.009282492,0.004479434,0.002823683,0.001005896,0.0001181446,0.0002881536,0.6108526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3762721,"threshold_uncertainty_score":0.7416345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937155254150325,"score_gpt":0.3069329317338941,"score_spread":0.2675613791923908,"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."}}