{"id":"W1977218721","doi":"10.2307/3587748","title":"Does Popular Speech Recognition Software Work with ESL Speech?","year":2000,"lang":"en","type":"article","venue":"TESOL Quarterly","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Simon Fraser University","keywords":"Computer science; Speech recognition; Software; Linguistics; Psychology; Programming language","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002304375,0.0002245327,0.0002529784,0.0001260782,0.0001364717,0.00006434504,0.0002992695,0.000229632,0.02752042],"category_scores_gemma":[0.00001033385,0.0001466792,0.00006881099,0.0003659229,0.0001575351,0.00009263126,0.00000864819,0.0004507542,0.009989442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002768574,"about_ca_system_score_gemma":0.0000292499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004800672,"about_ca_topic_score_gemma":0.0002055358,"domain_scores_codex":[0.9981908,0.0001682563,0.0002555641,0.000505628,0.0002494185,0.0006303777],"domain_scores_gemma":[0.9989804,0.00009620244,0.00005725101,0.0006262554,0.00008128982,0.0001585789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005691558,0.0002747761,0.009517216,0.00001104461,0.0001040386,0.0003999778,0.005324202,2.775534e-7,0.0001615622,0.00001368908,0.009906696,0.9737174],"study_design_scores_gemma":[0.01406626,0.02270277,0.6796963,0.0006511393,0.0004212723,0.00178208,0.005241489,0.00003745716,0.004832952,0.1010478,0.1651683,0.004352099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903904,0.0001691854,0.00007955301,0.0006811317,0.0003679771,0.0003646363,0.00005113017,0.0002271511,0.007668889],"genre_scores_gemma":[0.9617646,0.0000204207,0.006484446,0.0005960218,0.0005114204,0.0001243751,0.0001669428,0.00008549355,0.03024624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9693652,"threshold_uncertainty_score":0.9907814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220330861366473,"score_gpt":0.2890146398568036,"score_spread":0.2668113312431389,"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."}}