{"id":"W2139325342","doi":"","title":"Phonetic category cues in adult-directed speech: Evidence from three languages with distinct vowel characteristics","year":2012,"lang":"en","type":"article","venue":"Psicologica","topic":"Language Development and Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Vowel; Psychology; Linguistics; Speech sound; Computer science; Speech recognition","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":[0.0004885908,0.000238686,0.0002231794,0.0005843624,0.000224066,0.0005464231,0.0003005556,0.0003885338,0.0008926598],"category_scores_gemma":[0.00219407,0.0002880072,0.0001731344,0.0002485273,0.0006757185,0.0002874421,0.0008123477,0.0003681031,0.0001818339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887017,"about_ca_system_score_gemma":0.0002234089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128932,"about_ca_topic_score_gemma":0.002747456,"domain_scores_codex":[0.999651,0.00005808555,0.00003454286,0.00009259394,0.0001191097,0.00004461323],"domain_scores_gemma":[0.9982901,0.0005651126,0.0003381332,0.0001720113,0.0003920375,0.0002426924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005153852,0.00007493938,0.0575489,0.0002562046,0.00003278574,0.0005507121,0.00300779,0.00007980756,0.9166841,0.0003035442,0.00008393245,0.020862],"study_design_scores_gemma":[0.0000263605,0.0006936479,0.8530613,0.00003482478,0.00006881307,0.003182549,0.002223353,0.0005658955,0.1380237,0.0005132618,0.001552136,0.00005426287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975287,0.0002048239,0.001305718,0.00001586795,0.000004759736,0.000004517042,0.00006163344,0.00001178893,0.0008620764],"genre_scores_gemma":[0.9978036,0.0001626435,0.001507346,0.00004573848,0.000003137589,0.0000161706,0.0001203515,0.00001436865,0.0003265926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00128932,"threshold_uncertainty_score":0.002986252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03356775300827733,"score_gpt":0.2950500395385955,"score_spread":0.2614822865303181,"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."}}