{"id":"W1936854077","doi":"","title":"Using acoustics to resolve place controversies in deg xinag fricatives","year":2008,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Kurtosis; Rounding; Vowel; Standard deviation; Mathematics; Skew; Measure (data warehouse); Contrast (vision); Acoustics; Statistics; Speech recognition; Engineering; Computer science; Telecommunications; Physics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262571,0.0003432535,0.0003636731,0.0009501555,0.0006135982,0.0008120207,0.0003018242,0.0006695556,0.00131521],"category_scores_gemma":[0.00384373,0.0002758453,0.0001560417,0.0003759674,0.000984807,0.000927696,0.0007965523,0.00054569,0.000325727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002972624,"about_ca_system_score_gemma":0.0003667058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283955,"about_ca_topic_score_gemma":0.002861749,"domain_scores_codex":[0.9994546,0.0001159112,0.00003750492,0.0001621263,0.0001700604,0.00005990213],"domain_scores_gemma":[0.9987713,0.0006211152,0.0002026364,0.00009298425,0.0002565424,0.00005539364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002364897,0.0001579527,0.05297358,0.0003463739,0.00005099371,0.0006211578,0.009199144,0.000839207,0.7823681,0.0009485767,0.0001953313,0.1499346],"study_design_scores_gemma":[0.00004450519,0.00162798,0.8894171,0.00008436939,0.00009206989,0.001430236,0.01117178,0.003256264,0.08773456,0.001644496,0.003364258,0.0001322258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936592,0.0002183372,0.003948447,0.00007178685,0.00003072141,0.00002813786,0.00002814626,0.00004021049,0.001975145],"genre_scores_gemma":[0.992999,0.000150035,0.006250947,0.00004186831,0.0000186122,0.00001948057,0.0000354373,0.00001713326,0.0004676221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00131521,"threshold_uncertainty_score":0.00667721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09380392136615097,"score_gpt":0.3532428755538946,"score_spread":0.2594389541877436,"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."}}