{"id":"W4391141122","doi":"10.1017/s0025100323000348","title":"20th International Congress of Phonetic Sciences","year":2023,"lang":"en","type":"article","venue":"Journal of the International Phonetic Association","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Calgary; University of Alberta; University of Lethbridge","funders":"","keywords":"Content (measure theory); Action (physics); Computer science; Political science; Linguistics; Library science; Psychology; Mathematics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001915913,0.001267666,0.001104329,0.003021646,0.001375375,0.006043373,0.001063402,0.002506792,0.3691214],"category_scores_gemma":[0.00304117,0.0003459004,0.0008085557,0.001627722,0.001244965,0.002730094,0.00374473,0.00307017,0.2606779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260584,"about_ca_system_score_gemma":0.00379051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037473,"about_ca_topic_score_gemma":0.003314597,"domain_scores_codex":[0.9988903,0.0001532265,0.0001492737,0.000252602,0.0004284633,0.0001260819],"domain_scores_gemma":[0.9982954,0.0001539128,0.00009366192,0.000264658,0.000792624,0.000399797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001397259,0.00005838749,0.0009501899,0.0005199773,0.00002578975,0.0003693523,0.0002788508,0.0001396908,0.002336407,0.01242183,0.5448223,0.4379375],"study_design_scores_gemma":[0.000004465727,0.00001792607,0.0008707847,0.000158759,0.000005098582,0.0002989782,0.00008583892,0.00006450373,0.0001921627,0.001864447,0.9964312,0.000005755875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004115877,0.087795,0.01145391,0.02858196,0.1041649,0.0002368991,0.004402241,0.002098582,0.7571507],"genre_scores_gemma":[0.01685337,0.03741184,0.007125966,0.002815977,0.01204369,0.0002138353,0.002745018,0.000508239,0.920282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3691214,"threshold_uncertainty_score":0.8998718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03942006124430274,"score_gpt":0.3776458205937173,"score_spread":0.3382257593494146,"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."}}