{"id":"W4407058246","doi":"10.1177/00238309241311924","title":"Prosodic Cues for Broad, Narrow, and Corrective Focus in Persian","year":2025,"lang":"en","type":"article","venue":"Language and Speech","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Universität zu Köln; Deutsche Forschungsgemeinschaft","keywords":"Focus (optics); Prosody; Syllable; Stress (linguistics); Perspective (graphical); Utterance; Psychology; Duration (music); Linguistics; Computer science; Speech recognition; Artificial intelligence; Acoustics","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":[0.0001516185,0.00006849853,0.0001269278,0.0001203802,0.00005170943,0.00001953302,0.00006452075,0.00009981943,0.0001109622],"category_scores_gemma":[0.00003966975,0.00006154424,0.00001771537,0.0001185542,0.00008094173,0.00001831646,0.00003664013,0.0001417282,0.000007454893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001027531,"about_ca_system_score_gemma":0.0000182412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349605,"about_ca_topic_score_gemma":0.001428446,"domain_scores_codex":[0.9994238,0.00004345294,0.00007997699,0.0002152223,0.00003373644,0.0002038073],"domain_scores_gemma":[0.9997092,0.000109295,0.0000129271,0.000117093,0.00001810568,0.00003338729],"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":[0.000923478,0.0003077153,0.1305963,0.0001629247,0.0001453629,0.0003531854,0.1997558,1.878395e-7,0.01675071,0.00586756,0.0151068,0.63003],"study_design_scores_gemma":[0.01023743,0.001527214,0.8166454,0.0001898222,0.00008394982,0.0002235603,0.08873732,0.0003819279,0.02964045,0.04067859,0.01089529,0.0007589931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722205,0.00671668,0.0000337234,0.0006805359,0.0001595638,0.0003406893,0.00001642788,0.00001364807,0.01981826],"genre_scores_gemma":[0.9872539,0.00003664635,0.0001359973,0.0001653498,0.00003434108,0.00006306374,0.00000512343,0.000005780427,0.01229978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6860491,"threshold_uncertainty_score":0.2509701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188049417277276,"score_gpt":0.3463012186044217,"score_spread":0.3344207244316489,"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."}}