{"id":"W4385367514","doi":"10.59962/9780774865784-003","title":"Acknowledgments","year":2021,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Ottawa; University of Toronto; University of Minnesota","keywords":"Political 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":[],"category_scores_codex":[0.00004873487,0.0000948603,0.0002539925,0.00003029301,0.00007071847,0.00006847944,0.0001737227,0.0002564305,0.03205319],"category_scores_gemma":[0.000002593234,0.0002788171,0.000135229,0.000003380045,0.00009969627,0.00004724994,0.00007738279,0.0002068124,0.0003362682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128288,"about_ca_system_score_gemma":0.00003591491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005365899,"about_ca_topic_score_gemma":0.04803092,"domain_scores_codex":[0.9993068,0.0000125658,0.0001365242,0.0002009578,0.0002251754,0.000117987],"domain_scores_gemma":[0.9994838,0.000009917972,0.00005978572,0.0002126028,0.0001610469,0.00007289185],"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":[0.000002298262,0.00001045584,0.000004722298,0.0002859612,0.0001891079,0.0001293734,0.0002344676,0.0001166956,0.00009724748,0.00009186332,0.9403079,0.05852986],"study_design_scores_gemma":[0.0003827579,0.00001410503,0.0003144648,0.0005163479,0.00009948482,0.00001015393,0.00003645157,0.0003121888,0.00000395353,0.0001719328,0.997867,0.0002710956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001374756,0.0002198802,0.0001043749,5.508883e-7,0.0005264971,0.0001577459,0.0002137053,0.0001694971,0.997233],"genre_scores_gemma":[0.001273278,0.0003755688,0.0001350552,0.000006675084,0.0001282119,2.422435e-7,0.00008270393,0.00003830318,0.99796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05825877,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539894443149385,"score_gpt":0.1903451188480486,"score_spread":0.1649461744165547,"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."}}