{"id":"W4382245488","doi":"10.1515/9780773550636-002","title":"Preface and Acknowledgments","year":2017,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"York University; Federation for the Humanities and Social Sciences; University of Ottawa","keywords":"History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007322965,0.0003292824,0.0002861173,0.0001445623,0.0003922193,0.00005320508,0.0002750487,0.0003720248,0.00109655],"category_scores_gemma":[0.00000564421,0.0004060215,0.00009309055,0.000001786768,0.0001207348,0.0001470983,0.0001872482,0.000354845,0.0005698662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002369234,"about_ca_system_score_gemma":0.00001316189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006995424,"about_ca_topic_score_gemma":8.71972e-7,"domain_scores_codex":[0.9990849,0.00002043308,0.0001379451,0.000327539,0.0002277398,0.0002014782],"domain_scores_gemma":[0.9991669,0.00001685746,0.0001000071,0.0004803239,0.00008689762,0.0001490368],"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":[0.0002189834,0.0000602372,0.00002098288,0.002332824,0.002034834,0.0003699155,0.002215402,0.001752675,0.0006735202,0.3896423,0.541101,0.05957727],"study_design_scores_gemma":[0.0004675729,0.00002188591,0.00006980771,0.000164676,0.0001318611,0.000001073888,0.00001100107,0.0002565761,0.00007871292,0.000196728,0.9982018,0.0003983253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004563889,0.000002490768,0.00005732536,0.0000108044,0.000552435,0.00029068,0.0001579191,0.0003402016,0.9985425],"genre_scores_gemma":[0.001780666,0.0002923243,0.00006923387,0.00001485077,0.0001776052,0.000001038364,0.00003646226,0.0000649854,0.9975628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4571007,"threshold_uncertainty_score":0.9998392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02854790195052162,"score_gpt":0.2272921467150153,"score_spread":0.1987442447644936,"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."}}