{"id":"W4386174523","doi":"10.16995/glossa.9564","title":"Prosodic realization and interpretation of English imperatives","year":2023,"lang":"en","type":"article","venue":"Glossa a journal of general linguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Intonation (linguistics); Linguistics; Pronunciation; Psychology; Meaning (existential); Realization (probability); Variation (astronomy); Redundancy (engineering); Computer science; Speech recognition; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004651292,0.00006784925,0.0001790164,0.0001989252,0.00004341698,0.00001795357,0.0001026195,0.00007835317,0.00003982588],"category_scores_gemma":[0.003311928,0.00005887835,0.00003920867,0.0002314102,0.0001154862,0.00001528288,0.00003532174,0.0001695426,0.000005008453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001194117,"about_ca_system_score_gemma":0.00006144014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001795609,"about_ca_topic_score_gemma":0.000005312438,"domain_scores_codex":[0.9991274,0.0001216466,0.0003710873,0.00008840683,0.0001494016,0.000141991],"domain_scores_gemma":[0.9980814,0.0001149636,0.000230145,0.0000930762,0.001418,0.00006244838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003606996,0.0008640489,0.1270434,0.0005292475,0.001630608,0.0005931878,0.4543979,0.00317689,0.07035758,0.1820475,0.1050877,0.05066491],"study_design_scores_gemma":[0.01259686,0.01211315,0.6372978,0.0009142206,0.0006662343,0.0003607104,0.01114345,0.06042486,0.03380141,0.1759997,0.05316222,0.001519383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911054,0.0006758637,0.0008260051,0.00003595324,0.002528458,0.00007843133,0.0000278623,0.00001179177,0.004710209],"genre_scores_gemma":[0.9975193,0.0002931158,0.0005668639,0.0000241748,0.001131571,0.000001785683,0.00001168939,0.000009402496,0.0004421382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5102544,"threshold_uncertainty_score":0.3964926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306123822328918,"score_gpt":0.357830484318087,"score_spread":0.3347692460947978,"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."}}