{"id":"W2897846732","doi":"10.1121/1.5068107","title":"Prosody as a window into speaker attitudes and interpersonal stance","year":2018,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Prosody; Psychology; Interpersonal communication; Emotive; Covert; Perception; Emotional prosody; Context (archaeology); Cognitive psychology; Linguistics; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003755434,0.000104671,0.0002048282,0.00001027728,0.0003751133,0.00008093293,0.0006097949,0.00002494639,0.0005105793],"category_scores_gemma":[0.00009878624,0.00004956704,0.0001614442,0.00004797691,0.004093948,0.0001668824,0.0002104695,0.0003045087,0.00001079192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002967501,"about_ca_system_score_gemma":0.0000845892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001538322,"about_ca_topic_score_gemma":0.00003363087,"domain_scores_codex":[0.9990693,0.000121208,0.0002777434,0.00006295244,0.0003292865,0.0001394707],"domain_scores_gemma":[0.9987521,0.0002787746,0.0003505028,0.000286554,0.0002847552,0.00004734566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001021148,0.0008564646,0.001442448,0.0003209999,0.001797813,0.000003553255,0.7765808,0.0001201294,0.02137007,0.01749887,0.1476236,0.03136406],"study_design_scores_gemma":[0.002482332,0.003458858,0.009863985,0.001371116,0.001245354,0.0003114273,0.7520062,0.008840818,0.002815142,0.05747218,0.1592553,0.0008773165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870491,0.006516915,0.02119795,0.06050016,0.001119888,0.0006272459,0.00004214478,0.00006239166,0.03944232],"genre_scores_gemma":[0.991854,0.0002845776,0.004910382,0.001774115,0.0005201941,9.348477e-7,1.798792e-7,0.00001046765,0.0006452267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213629,"threshold_uncertainty_score":0.9986163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036905884399122,"score_gpt":0.2920895646836829,"score_spread":0.2717205058396917,"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."}}