{"id":"W2286064770","doi":"","title":"Uptalk - Towards a quantitative analysis","year":2010,"lang":"en","type":"article","venue":"","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Intonation (linguistics); Phrase; Conversation; Set (abstract data type); Linguistics; Relation (database); Connotation; Point (geometry); Categorical variable; Perception; Computer science; Range (aeronautics); Natural language processing; Psychology; Communication; Mathematics; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002678725,0.00006894003,0.0001487331,0.0002426023,0.00004992013,0.00001874045,0.0002040916,0.0001179449,0.0416533],"category_scores_gemma":[0.00004799963,0.00005512296,0.0001074323,0.0006498552,0.0001328912,0.00002057285,0.00004767281,0.0003365341,0.002114264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003481446,"about_ca_system_score_gemma":0.0000259333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184107,"about_ca_topic_score_gemma":0.002037196,"domain_scores_codex":[0.9992617,0.00005599478,0.0001124667,0.0002205007,0.0001008753,0.0002484985],"domain_scores_gemma":[0.9993683,0.00008975196,0.00002258894,0.0003671602,0.00006589364,0.0000863171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003232928,0.0008695038,0.0785272,0.000006128723,0.007185445,0.0001425926,0.02425686,0.000007016755,0.08052125,0.7288196,0.04249201,0.03684907],"study_design_scores_gemma":[0.0003639421,0.0001707603,0.9750007,3.171544e-7,0.0001446486,0.00000865148,0.0005858817,0.0006573237,0.0009830813,0.005277751,0.01665435,0.0001525591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7385662,0.00003446621,0.001043429,0.0006177839,0.0003897134,0.00005215998,0.000009877573,0.00003327835,0.2592531],"genre_scores_gemma":[0.9780725,0.000003103567,0.001952035,0.0001685512,0.000035246,0.00001999816,0.000009625433,0.000006678914,0.01973224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8964735,"threshold_uncertainty_score":0.9986627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05584279378289247,"score_gpt":0.4384994772974791,"score_spread":0.3826566835145866,"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."}}