{"id":"W2277822424","doi":"","title":"Prosody in typical and clinical populations: Children and adults with hearing loss","year":2015,"lang":"en","type":"dissertation","venue":"ResearchSpace (University of Auckland)","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prosody; Audiology; Hearing loss; Psychology; Medicine; Computer science; Speech recognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002732432,0.0003108685,0.00103297,0.002830506,0.0003012519,0.001091966,0.0003715767,0.0007654852,0.001660107],"category_scores_gemma":[0.007927862,0.000265616,0.000509678,0.002488159,0.0005519828,0.001431006,0.0009114541,0.000413093,0.0003148567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003852067,"about_ca_system_score_gemma":0.001053789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098249,"about_ca_topic_score_gemma":0.001823344,"domain_scores_codex":[0.9985153,0.0002880251,0.0004805986,0.0002888197,0.0003608598,0.00006624393],"domain_scores_gemma":[0.9970549,0.001722189,0.0007858599,0.00004800831,0.0002689997,0.0001200459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001122306,0.0003204541,0.3601955,0.03439531,0.0007830848,0.002108544,0.01102581,0.0001676424,0.002120737,0.0009464109,0.00236745,0.5844468],"study_design_scores_gemma":[0.0001126217,0.001409906,0.9342263,0.01830296,0.0008054639,0.01317308,0.01582907,0.0001356214,0.0008645211,0.0007167761,0.01436206,0.0000616208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.508126,0.4828083,0.0006911753,0.001063753,0.0002202752,0.0002632335,0.001572708,0.00001526701,0.005239199],"genre_scores_gemma":[0.727095,0.2662445,0.002803183,0.0008884068,0.0003928249,0.0008043698,0.001201304,0.000007577998,0.0005628679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002830506,"threshold_uncertainty_score":0.01445061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966230788240904,"score_gpt":0.3547975170987691,"score_spread":0.3151352092163601,"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."}}