{"id":"W2053784611","doi":"10.1121/1.3655194","title":"Statistical analysis of constriction task and articulatory posture variables during speech and pausing intervals using real-time magnetic resonance imaging","year":2011,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constriction; Vocal tract; Task (project management); Work (physics); Speech production; Audiology; Acoustics; Speech recognition; Computer science; Medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003872107,0.0004966971,0.0007209669,0.001663268,0.0004553426,0.0007643157,0.0006816452,0.000454273,0.003158627],"category_scores_gemma":[0.01631443,0.0002890498,0.0005335608,0.001730518,0.0009768965,0.0006991746,0.0005568689,0.0009415581,0.000423921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533635,"about_ca_system_score_gemma":0.0004631052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966383,"about_ca_topic_score_gemma":0.001687488,"domain_scores_codex":[0.9970207,0.0007939012,0.0003407058,0.0006623918,0.0009457798,0.0002366042],"domain_scores_gemma":[0.9831467,0.01175314,0.002349855,0.00116234,0.0009336752,0.0006542888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02525637,0.002312419,0.6553167,0.0007733171,0.001551587,0.001236865,0.005115398,0.004420511,0.1578049,0.001146458,0.001890073,0.1431755],"study_design_scores_gemma":[0.00005386753,0.002043984,0.9871662,0.00001084022,0.00008787375,0.0001768102,0.0004492385,0.005261084,0.003908771,0.0002117754,0.0005970953,0.00003247099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848456,0.0001290258,0.01269802,0.00003481693,0.00003713605,0.0002656244,0.0007678141,0.0001311492,0.001090832],"genre_scores_gemma":[0.9882145,0.00007882458,0.007754531,0.00003292234,0.00004247117,0.001148749,0.001394245,0.0001449451,0.001188735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003872107,"threshold_uncertainty_score":0.02047795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800908664543331,"score_gpt":0.2927320972803973,"score_spread":0.274723010634964,"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."}}