{"id":"W4376136267","doi":"10.7312/gran20622-001","title":"Acknowledgments","year":2023,"lang":"en","type":"book-chapter","venue":"Columbia University Press eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000610027,0.0001651171,0.0001913413,0.00009891501,0.0001232287,0.00006130411,0.0002258621,0.0002985903,0.005375483],"category_scores_gemma":[0.000003167,0.0002983621,0.0001090926,0.000005686934,0.00006251276,0.00005005857,0.00009435988,0.0002746475,0.006106672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002549569,"about_ca_system_score_gemma":0.00002585437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008909265,"about_ca_topic_score_gemma":0.0005857656,"domain_scores_codex":[0.9992884,0.00001199206,0.0001161867,0.0002155272,0.0002075949,0.0001602441],"domain_scores_gemma":[0.9994936,0.00001729287,0.000040469,0.0002806401,0.00007233689,0.00009568912],"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":[0.000005131598,0.000003509705,0.000002159207,0.0001444147,0.0001569998,0.0000445871,0.0002679633,0.0002744035,0.00006511408,0.004415155,0.9875059,0.007114708],"study_design_scores_gemma":[0.0002598227,0.00001207451,0.00008549947,0.00009993443,0.00008358859,6.703652e-7,0.00001457123,0.0009303214,0.00000465119,0.0003088588,0.9979123,0.0002876578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001329563,0.00001003661,0.00006602469,0.000001214552,0.001296946,0.0002310843,0.00007130224,0.0009831574,0.9972073],"genre_scores_gemma":[0.0002274109,0.00009434782,0.00002127481,0.00000813035,0.0002682208,9.584181e-7,0.00006065731,0.00007733383,0.9992417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0104065,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111803936012611,"score_gpt":0.2086354185561677,"score_spread":0.1575173791960416,"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."}}