{"id":"W4241640896","doi":"10.14430/arctic4674","title":"Papers to Appear","year":2017,"lang":"en","type":"article","venue":"ARCTIC","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005416695,0.00003364238,0.00003136155,0.00001720149,0.0001058553,0.00004228393,0.00007905837,0.0000145046,0.01105564],"category_scores_gemma":[0.00003627698,0.00003455199,0.00001431307,0.000008487351,0.00000932201,0.00005674532,0.00001013517,0.00003261356,0.0234699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002822604,"about_ca_system_score_gemma":0.000002046083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002327033,"about_ca_topic_score_gemma":0.00004274485,"domain_scores_codex":[0.9997771,0.000003747367,0.00003867372,0.00004826669,0.00006092615,0.00007130113],"domain_scores_gemma":[0.9997336,0.000003204118,0.000005895023,0.0002051689,0.000008254775,0.00004389396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002107938,0.0000586374,0.0203683,0.0002712894,0.0001255417,0.00001591639,0.00998075,0.0894221,0.2728716,0.0005458521,0.2020156,0.4043033],"study_design_scores_gemma":[0.0001825273,0.0000194999,0.71409,0.00002553315,0.000008011319,0.000001541579,0.0000562149,0.006552231,0.0002759029,0.0001278931,0.2785147,0.0001459768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8749848,0.000006871348,0.0001591701,0.0004789763,0.0009915417,0.00008161975,7.030382e-7,0.0001815258,0.1231148],"genre_scores_gemma":[0.9966772,0.000004404742,0.000136307,0.0001362914,0.0002048562,0.000005347423,9.869811e-7,0.000008549218,0.002826067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6937217,"threshold_uncertainty_score":0.9898484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719046215181956,"score_gpt":0.2759931774210858,"score_spread":0.2488027152692663,"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."}}