{"id":"W4414976539","doi":"10.1021/acsmedchemlett.5c00548","title":"In This Issue, Volume 16, Issue 10","year":2025,"lang":"en","type":"article","venue":"ACS Medicinal Chemistry Letters","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Centre","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":[0.0001807934,0.0001360724,0.0001503576,0.00006257778,0.00003367069,0.00001581091,0.0001501916,0.00009482612,0.1453933],"category_scores_gemma":[0.00004647997,0.0001484394,0.00003055242,0.0001798181,0.00005669062,0.00008733749,0.00001663271,0.0002573578,0.004822569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689661,"about_ca_system_score_gemma":0.00001727565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007814165,"about_ca_topic_score_gemma":0.000004317887,"domain_scores_codex":[0.9991831,0.00001400584,0.0002179062,0.0001661808,0.0002140083,0.0002048489],"domain_scores_gemma":[0.9996808,0.00002224246,0.00001935632,0.0002014471,0.00002091129,0.00005528524],"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":[0.000004582063,0.000006409542,0.00009737735,0.0001314773,0.000009471084,0.000008257249,0.000263005,0.0004402937,0.2781753,2.292073e-7,0.71986,0.001003606],"study_design_scores_gemma":[0.0005536271,0.000004532905,0.0009417741,0.000128704,0.00002281793,0.000004751961,0.0002295334,0.002190856,0.04095337,0.00001834195,0.9547666,0.0001851148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7968501,0.0002647034,0.0006263676,0.02027865,0.001682726,0.0001430666,0.000003327825,0.0003061205,0.1798449],"genre_scores_gemma":[0.8081848,0.00007117641,0.0001035203,0.01024777,0.002957164,0.00004768529,0.00007626499,0.0000383199,0.1782733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372219,"threshold_uncertainty_score":0.9959523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007955529911925677,"score_gpt":0.2540063530753894,"score_spread":0.2460508231634637,"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."}}