{"id":"W2006660950","doi":"10.1016/j.cub.2006.09.049","title":"Speech Production: The Force of Your Words","year":2006,"lang":"en","type":"letter","venue":"Current Biology","topic":"Motor Control and Adaptation","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Articulation (sociology); Speech production; Vocal tract; Manner of articulation; Production (economics); Computer science; Auditory feedback; Linguistics; Adaptation (eye); Sound production; Speech recognition; Communication; Psychology; Acoustics; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004921472,0.0004655165,0.000325736,0.0004351748,0.0006506076,0.002772446,0.0004248269,0.002978133,0.02236676],"category_scores_gemma":[0.005852784,0.0002024018,0.0001947283,0.0003451581,0.000947211,0.001772808,0.000472555,0.001705243,0.008165083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004578745,"about_ca_system_score_gemma":0.0004052565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000954563,"about_ca_topic_score_gemma":0.00126156,"domain_scores_codex":[0.9996942,0.00005986469,0.00002187938,0.00006463157,0.0001360244,0.00002340658],"domain_scores_gemma":[0.9986218,0.0006111025,0.0001060583,0.0001165738,0.0004108402,0.0001336004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001074786,0.00006264442,0.002072508,0.0007038481,0.00004926075,0.004456765,0.000863924,0.0004317604,0.05802415,0.0983195,0.426643,0.407298],"study_design_scores_gemma":[0.000141502,0.000304298,0.02374821,0.0006245011,0.00008485479,0.01775643,0.001024059,0.00590683,0.0305319,0.1665477,0.7532229,0.000106778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06579934,0.05169725,0.05223946,0.2421581,0.09571248,0.00007431731,0.001740871,0.001360047,0.4892183],"genre_scores_gemma":[0.6248904,0.02156138,0.0128058,0.02665272,0.04444886,0.00008680527,0.0008058255,0.0008876287,0.2678605],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02236676,"threshold_uncertainty_score":0.07482427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0799060421489793,"score_gpt":0.3097374665895711,"score_spread":0.2298314244405918,"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."}}