{"id":"W2150304104","doi":"","title":"Parameters of Fricatives and Affricates in Russian Emotional Speech","year":2015,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sadness; Anger; Emotive; Surprise; Happiness; Psychology; Prosody; Duration (music); Linguistics; Speech recognition; Computer science; Social psychology; Art; Literature; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005971626,0.0003993271,0.0003582144,0.0008389381,0.0004063954,0.0008167159,0.0002037121,0.0004650807,0.002535565],"category_scores_gemma":[0.00322908,0.0002502042,0.0002600929,0.000531423,0.0004371075,0.0005347204,0.0004468709,0.0003216303,0.001015079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171615,"about_ca_system_score_gemma":0.0001416993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143165,"about_ca_topic_score_gemma":0.0009390151,"domain_scores_codex":[0.9996222,0.00009792383,0.0000395243,0.0001216609,0.00007764495,0.00004093725],"domain_scores_gemma":[0.9985167,0.001099011,0.0001147001,0.00007500428,0.0001317211,0.00006277237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004092131,0.0001386938,0.06979903,0.0009239472,0.0002259417,0.001548862,0.004361493,0.0146254,0.7615747,0.001486268,0.0007513834,0.1404721],"study_design_scores_gemma":[0.00004744492,0.00101535,0.8813036,0.0001432547,0.0003285754,0.002409869,0.003343191,0.03236884,0.07402524,0.0008037122,0.004057328,0.0001535853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901978,0.0007193903,0.005081443,0.00003487176,0.00003388737,0.00002862625,0.0006417077,0.0001012502,0.003160959],"genre_scores_gemma":[0.9975054,0.0002004707,0.001072821,0.000006490404,0.00001077435,0.00002147776,0.0006929812,0.00004128761,0.0004482917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002535565,"threshold_uncertainty_score":0.008482277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07287746386782977,"score_gpt":0.2579125923833776,"score_spread":0.1850351285155478,"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."}}