{"id":"W4387215205","doi":"10.4337/9781848440241.00004","title":"Acknowledgements","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vrije Universiteit Brussel; Transport Canada","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0002929874,0.0004354126,0.0003543254,0.0003500281,0.0001648728,0.0005687168,0.000430271,0.0005989397,0.07521579],"category_scores_gemma":[0.00009775185,0.0004926859,0.0001966066,0.00001584518,0.00007492459,0.0005092786,0.00009228591,0.0009023365,0.06951573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003794219,"about_ca_system_score_gemma":0.00008312461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.9608e-7,"about_ca_topic_score_gemma":0.00002913807,"domain_scores_codex":[0.9982247,0.00001796776,0.0004367933,0.0003601915,0.000622087,0.000338299],"domain_scores_gemma":[0.9988796,0.00002850633,0.00009894292,0.0005021154,0.0003112383,0.0001796304],"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":[0.00000183356,0.000002944828,0.000001660932,0.00006037274,0.00008374257,0.000008276524,0.0005807973,0.0001092063,0.00003224169,0.0001601902,0.9673069,0.03165191],"study_design_scores_gemma":[0.0002473235,0.0000152781,0.00006939624,0.0001373779,0.00003586927,0.000006307585,0.00000730075,0.0004810126,0.00002335808,0.001034216,0.9974525,0.0004900622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001034284,0.0001936471,0.0002355332,0.00002605632,0.006862623,0.0002557765,0.00002494122,0.001218379,0.9910796],"genre_scores_gemma":[0.0005117027,0.0001340363,0.000237852,0.0001821736,0.004926948,0.00002333491,0.0002206563,0.0002265423,0.9935368],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03116185,"threshold_uncertainty_score":0.9997525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886161809248592,"score_gpt":0.2372319514480884,"score_spread":0.1983703333556025,"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."}}