{"id":"W4240862321","doi":"10.1109/crv.2018.00009","title":"CRV 2018 Award Winners","year":2018,"lang":"en","type":"article","venue":"","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Institute for Christian Studies","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01036484,0.001616216,0.001903003,0.003127687,0.003152212,0.01238902,0.002476375,0.006516094,0.1556215],"category_scores_gemma":[0.01637919,0.0004691272,0.001550987,0.001302053,0.0009153525,0.00279908,0.007026429,0.004233786,0.1416633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004350795,"about_ca_system_score_gemma":0.007601059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006846141,"about_ca_topic_score_gemma":0.01852652,"domain_scores_codex":[0.9866846,0.0007990159,0.0002564772,0.0008598037,0.009212065,0.002187971],"domain_scores_gemma":[0.9621091,0.0008344081,0.0004209192,0.001144701,0.02252389,0.01296701],"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":[0.000106781,0.00008705299,0.0002588269,0.00005802875,0.00001182817,0.00005264791,0.0000144932,0.0001353948,0.0004825573,0.002488071,0.9546799,0.04162453],"study_design_scores_gemma":[0.00006926856,0.0001841361,0.001463835,0.0001060241,0.00001871769,0.0001388247,0.000154253,0.00149202,0.001322719,0.004100042,0.9909197,0.00003044797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01135057,0.008324508,0.02555427,0.1315552,0.3410821,0.001697528,0.007478063,0.004103079,0.4688547],"genre_scores_gemma":[0.02113176,0.002425947,0.005757863,0.004982868,0.01696449,0.0004344251,0.005075272,0.001126763,0.9421007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1556215,"threshold_uncertainty_score":0.5206056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848188569165401,"score_gpt":0.2669956424040499,"score_spread":0.2385137567123959,"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."}}