{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001948085,0.000184351,0.0002706966,0.0005769753,0.000229756,0.00002219706,0.0003895214,0.0002474218,0.0003973368],"category_scores_gemma":[0.0004884485,0.0002120822,0.00003927204,0.0005531243,0.0002670398,0.00002613189,0.00006127696,0.0004478266,0.00032567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005193395,"about_ca_system_score_gemma":0.001085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06254841,"about_ca_topic_score_gemma":0.02333296,"domain_scores_codex":[0.9981872,0.0001062275,0.0002459146,0.0003614342,0.0001596886,0.0009395467],"domain_scores_gemma":[0.9981964,0.0004700877,0.00004858166,0.0004514638,0.0001380311,0.0006954078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008005887,0.0005271493,0.09480784,0.00008481841,0.0004979974,0.01039814,0.1000816,0.04152947,0.1943396,0.008097629,0.5462739,0.002561255],"study_design_scores_gemma":[0.002118207,0.0004035816,0.9550158,0.00005670803,0.00006677416,0.0003152899,0.006948312,0.01267046,0.0001445434,0.000977647,0.02037853,0.0009041742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763415,0.0004934066,0.006888539,0.0009686787,0.0007554006,0.0003997514,0.0002979713,0.00002327642,0.01383145],"genre_scores_gemma":[0.9910353,0.00005155026,0.004143791,0.001479836,0.0001553662,0.00001777614,0.000009881331,0.00003603147,0.003070468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8602079,"threshold_uncertainty_score":0.9944887,"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."}}