{"id":"W7113902505","doi":"10.1108/978-1-60752-970-520251021","title":"About the Authors","year":2008,"lang":"en","type":"book-chapter","venue":"Teaching and Learning","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008808282,0.0006166894,0.0007551904,0.001526439,0.001361632,0.004671785,0.001440871,0.002455754,0.5010697],"category_scores_gemma":[0.005708224,0.0002610238,0.0003560365,0.001191153,0.0006778913,0.003435349,0.001823502,0.002773552,0.5585737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140337,"about_ca_system_score_gemma":0.002023625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749484,"about_ca_topic_score_gemma":0.003220596,"domain_scores_codex":[0.9992299,0.0000918726,0.00003111962,0.0002034496,0.0003747921,0.00006893511],"domain_scores_gemma":[0.9967732,0.000392623,0.0001115079,0.0003154365,0.001775753,0.0006315897],"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":[0.000009330864,0.00001069349,0.0000495142,0.00005595988,0.000001461236,0.00002732588,0.00005848985,0.00002800379,0.00009109236,0.005444449,0.9353946,0.05882896],"study_design_scores_gemma":[0.000001167243,0.000001510985,0.00002475882,0.00003706584,9.184424e-7,0.00002360119,0.00003382733,0.00002042604,0.00004144998,0.0004814887,0.9993321,0.000001693347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003912557,0.009014342,0.002217981,0.03232438,0.06285244,0.000087058,0.001323107,0.001103612,0.8906859],"genre_scores_gemma":[0.0007904201,0.001359747,0.000346676,0.003436118,0.001370039,0.00002927416,0.0002225399,0.0001673527,0.9922779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4989303,"threshold_uncertainty_score":0.7116635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03558989184032028,"score_gpt":0.2621207116727362,"score_spread":0.2265308198324159,"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."}}