{"id":"W816466532","doi":"","title":"KNOWING THE VOICE: FAMILIAR TALKERS IN SPEECH PERCEPTION","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Perception; Speech perception; Psychology; Speech recognition; Communication; Audiology; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008610844,0.0002103102,0.0001979655,0.0003176251,0.000524958,0.002197077,0.000317454,0.000822154,0.004461238],"category_scores_gemma":[0.002582361,0.0002806286,0.0002322447,0.0002476079,0.001872799,0.003139926,0.001348074,0.0009834601,0.0004567572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608196,"about_ca_system_score_gemma":0.0002233995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006822971,"about_ca_topic_score_gemma":0.001117918,"domain_scores_codex":[0.9993846,0.0001776362,0.0000250578,0.0001917105,0.00016665,0.00005435923],"domain_scores_gemma":[0.9987859,0.0008774712,0.0001188944,0.0001063936,0.00006127224,0.00004999282],"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":[0.001138221,0.0004676468,0.05694325,0.0009143713,0.0001916128,0.002629122,0.2982493,0.001555075,0.2004488,0.09126198,0.003727266,0.3424735],"study_design_scores_gemma":[0.0001327509,0.002247766,0.6117045,0.0007628941,0.0003559584,0.009660775,0.1151454,0.006923581,0.05245192,0.139227,0.06095451,0.0004329961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487385,0.006677468,0.0145497,0.001191411,0.0001039054,0.00005117444,0.00004640869,0.00006412852,0.02857723],"genre_scores_gemma":[0.9914429,0.001468572,0.002849649,0.0002389745,0.00008983783,0.00001827504,0.00002318577,0.00002894884,0.003839776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004461238,"threshold_uncertainty_score":0.01492429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936120815391832,"score_gpt":0.2790450025155103,"score_spread":0.2596837943615919,"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."}}