{"id":"W749235895","doi":"10.1044/leader.ftr3.17102012.5","title":"Perception Versus Evidence","year":2012,"lang":"en","type":"article","venue":"ASHA Leader","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audiology; Perception; Confusion; Psychology; Medicine; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002616464,0.0001280152,0.00009878513,0.00005753952,0.0001215664,0.00004892296,0.0002475274,0.00008933936,0.0008392236],"category_scores_gemma":[0.002962671,0.0001281014,0.00004849472,0.0002197828,0.0001184119,0.0004360853,0.00009844465,0.0002188911,0.007525675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007475261,"about_ca_system_score_gemma":0.00003580262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000206073,"about_ca_topic_score_gemma":0.000003205852,"domain_scores_codex":[0.9985218,0.0001187194,0.0001757702,0.0002924849,0.0003556021,0.0005356375],"domain_scores_gemma":[0.9989705,0.0003809248,0.00005330312,0.0003897274,0.00003899081,0.0001665391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008284607,0.0001150235,0.01278257,0.00003541187,0.000004293584,0.000005912914,0.004685234,0.00003892256,0.9429603,0.0005388728,0.01520116,0.02354942],"study_design_scores_gemma":[0.001712956,0.000487299,0.2857451,0.0002043779,0.00007895158,0.00007467715,0.002822927,0.001126087,0.3045369,0.000117691,0.4017887,0.001304317],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877316,0.0002176519,0.0004950546,0.00108326,0.002549095,0.0001686238,0.000001561602,0.0001581478,0.007595022],"genre_scores_gemma":[0.9937087,0.00007916766,0.0008513601,0.001306166,0.0007532092,0.0000101059,6.126082e-7,0.00002689677,0.003263825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6384234,"threshold_uncertainty_score":0.9932471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.290486382412231,"score_gpt":0.3783399814577908,"score_spread":0.08785359904555978,"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."}}