{"id":"W4280494611","doi":"10.21437/speechprosody.2022-20","title":"Prosodic focus marking in Canadian English","year":2022,"lang":"en","type":"article","venue":"Speech Prosody 2022","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Focus (optics); Computer science; Linguistics; Natural language processing; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005704084,0.000425405,0.000278328,0.001712029,0.003729542,0.002509645,0.0005904484,0.0004807195,0.02074855],"category_scores_gemma":[0.003705207,0.0002533418,0.000199856,0.002822221,0.001263984,0.0006827185,0.0007574762,0.0007655279,0.001780893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01945928,"about_ca_system_score_gemma":0.01670636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9805046,"about_ca_topic_score_gemma":0.9890655,"domain_scores_codex":[0.9993975,0.00004808881,0.00002217589,0.0001342857,0.0002489419,0.0001490025],"domain_scores_gemma":[0.9977826,0.0003777857,0.00009670249,0.00009211054,0.001473798,0.0001769156],"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":[0.001657735,0.0001075424,0.07639207,0.001659322,0.0001159694,0.002942289,0.1952315,0.00149453,0.06519916,0.1212159,0.1611744,0.3728096],"study_design_scores_gemma":[0.00005337533,0.000074805,0.5737053,0.0006380413,0.0001401801,0.001095775,0.04487405,0.001242516,0.008053113,0.003393881,0.366403,0.0003260347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5716481,0.004347906,0.001792827,0.001936563,0.0004037501,0.00005310427,0.007290948,0.0002663009,0.4122605],"genre_scores_gemma":[0.9613444,0.001010664,0.0006982711,0.0001014511,0.00002881138,0.000009554356,0.0008613913,0.0001230575,0.03582256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02074855,"threshold_uncertainty_score":0.1411876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857233620583364,"score_gpt":0.3091817381375619,"score_spread":0.2906094019317283,"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."}}