{"id":"W1961869608","doi":"","title":"Quantitative analysis of subphonemic flap/tap variation in NAE","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":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sagittal plane; Tongue; Boundary line; Acoustics; Audiology; Mathematics; Computer science; Computer vision; Medicine; Anatomy; Physics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[],"category_scores_codex":[0.0002144153,0.00008975121,0.0002618262,0.0012973,0.00006109395,0.000004477561,0.000187497,0.0001763621,0.00113799],"category_scores_gemma":[0.0001574246,0.0001025521,0.00006001261,0.001630198,0.0001607488,0.00002135977,0.00001325312,0.0002288247,0.0001211551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660519,"about_ca_system_score_gemma":0.0004590265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.221326,"about_ca_topic_score_gemma":0.1836803,"domain_scores_codex":[0.9989368,0.0001049807,0.0002575343,0.0002097275,0.0001136641,0.0003773018],"domain_scores_gemma":[0.9990926,0.000209424,0.00006858328,0.0002996914,0.0001281239,0.0002015382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003594689,0.0005945758,0.5920718,0.00005484597,0.004478356,0.002364494,0.1182079,0.01615305,0.211937,0.02342815,0.02870241,0.001647915],"study_design_scores_gemma":[0.0002530093,0.00007519533,0.9895836,0.000002796857,0.0001398276,0.000007374113,0.0003240944,0.009183337,0.00002011704,0.0002236553,0.00008851321,0.00009843932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933,0.0002298194,0.0009844797,0.0000952225,0.0003142527,0.0001259323,0.0002103078,0.000006965149,0.004733081],"genre_scores_gemma":[0.9985895,0.00007274011,0.0003703964,0.0001290643,0.00002191263,0.0000169383,0.00005152712,0.00001195168,0.0007359869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3975118,"threshold_uncertainty_score":0.9997751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05497411410920613,"score_gpt":0.3410113878810439,"score_spread":0.2860372737718377,"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."}}