{"id":"W4200169582","doi":"10.3174/ajnr.p0116","title":"Perspectives","year":2021,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Falling (accident); Medicine; Theology; Philosophy; Psychiatry","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":[0.00008128125,0.00005051147,0.0001628672,0.0000675413,0.00001661949,0.000006867206,0.00005923654,0.00001341465,0.00213355],"category_scores_gemma":[0.00006216594,0.0000482142,0.00005847107,0.0001144232,0.00009634437,0.00005324461,0.000004744531,0.0001467901,0.0001744864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003430554,"about_ca_system_score_gemma":0.00002984062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.480946e-8,"about_ca_topic_score_gemma":6.839516e-7,"domain_scores_codex":[0.9995242,0.0001089941,0.0001606487,0.00005196955,0.00006964851,0.00008454696],"domain_scores_gemma":[0.9996621,0.00004282957,0.00006324026,0.00007031277,0.0001116417,0.00004984962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008767685,0.0001829518,0.007351342,0.00002850115,0.0004310134,0.0009214667,0.01735767,0.0831223,0.5199133,0.0005469417,0.1767237,0.1933331],"study_design_scores_gemma":[0.002041511,0.003256924,0.584697,0.00004762541,0.0001659503,0.01672129,0.03608925,0.01021049,0.003475826,0.001168734,0.3413174,0.0008080072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948773,0.000207271,0.001946384,0.0004577264,0.0006681805,0.000009074376,5.819275e-7,0.00002508237,0.001808344],"genre_scores_gemma":[0.9982414,0.0003165059,0.0007144514,0.0001801341,0.0004538826,3.375373e-7,4.999026e-7,0.00001020244,0.00008263435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5773457,"threshold_uncertainty_score":0.9987786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191318198553759,"score_gpt":0.2504950363608383,"score_spread":0.2385818543753007,"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."}}