{"id":"W4408103254","doi":"10.1016/j.bpj.2025.02.023","title":"Auditory cellular cooperativity probed via spontaneous otoacoustic emissions","year":2025,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cooperativity; Biophysics; Chemistry; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0000243256,0.0001799624,0.0002220765,0.00006753297,0.0001406703,0.00003968259,0.0002426124,0.000140088,0.00003974757],"category_scores_gemma":[0.0001147854,0.0001504144,0.00009278423,0.0002518938,0.0001032103,0.00007852531,0.00005359293,0.0007097378,0.00004234915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867828,"about_ca_system_score_gemma":0.00001285331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.698808e-7,"about_ca_topic_score_gemma":3.371411e-7,"domain_scores_codex":[0.9991605,0.00001698381,0.0002134157,0.0001483352,0.0001542989,0.0003064211],"domain_scores_gemma":[0.9995181,0.00008836049,0.00002947427,0.0001981544,0.00005451199,0.0001114267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009523591,0.00005415854,0.000003519292,0.00002603579,0.00003181527,0.0003456815,0.000008975444,0.007426775,0.9853928,0.0001238534,0.00248783,0.004089013],"study_design_scores_gemma":[0.0002162782,0.00003218526,0.00004978931,0.00006697787,0.00002986238,0.0001757855,0.00002146422,0.02605326,0.9669234,0.001518429,0.004701519,0.0002110616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709735,0.0001039605,0.1256295,0.0002194746,0.0008398115,0.0001327737,0.000006475806,0.000809926,0.001284564],"genre_scores_gemma":[0.9977699,0.00003386844,0.001414252,0.00003045152,0.000372444,0.000007383405,0.000001626899,0.00002066705,0.0003494368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267964,"threshold_uncertainty_score":0.6133723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004940248620589396,"score_gpt":0.2122171379600697,"score_spread":0.2072768893394804,"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."}}