{"id":"W1965929979","doi":"10.1121/1.3695407","title":"Biomechanical modeling of English /r/ variants","year":2012,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tongue; Sagittal plane; Biomechanics; Genioglossus; Context (archaeology); Torque; Anatomy; Stress (linguistics); Orthodontics; Computer science; Medicine; Biology; Physics; Linguistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001536502,0.00009396813,0.0003200516,0.00002149227,0.00008520446,0.000003762898,0.0007798686,0.0001254171,0.0003935764],"category_scores_gemma":[0.0005107922,0.00004862894,0.00034913,0.0002761451,0.00057557,0.00004329772,0.0002329991,0.0006439925,0.000007537546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002320514,"about_ca_system_score_gemma":0.00005822132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007868865,"about_ca_topic_score_gemma":9.489915e-8,"domain_scores_codex":[0.9983889,0.0003309937,0.0004704713,0.00006283067,0.0003855558,0.0003612076],"domain_scores_gemma":[0.9980898,0.0006817427,0.0003547505,0.0003679547,0.0003884615,0.0001172201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00396224,0.007365996,0.00305881,0.00028584,0.006777167,0.000004956315,0.1619279,0.02693062,0.5049675,0.001072405,0.2337368,0.04990977],"study_design_scores_gemma":[0.004712549,0.003239093,0.01628811,0.0002859829,0.001865257,0.0003507962,0.03691975,0.9003868,0.009862791,0.01616599,0.009199933,0.000722913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5263627,0.002634472,0.4597682,0.004114471,0.003965043,0.0002794214,0.00005627342,0.00001472245,0.002804657],"genre_scores_gemma":[0.9931296,0.0002337211,0.00567139,0.000384291,0.0004897843,6.990023e-7,1.594166e-7,0.00001237885,0.00007797144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8734562,"threshold_uncertainty_score":0.4309386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04064094887826605,"score_gpt":0.3337119035814334,"score_spread":0.2930709547031674,"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."}}