{"id":"W4285732952","doi":"10.3390/brainsci12070930","title":"Native Listeners’ Use of Information in Parsing Ambiguous Casual Speech","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Utterance; Percept; Computer science; Phrase; Context (archaeology); Comprehension; Linguistics; Noun; Speech recognition; Psychology; Ambiguity; Natural language processing; Perception","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266669,0.00004446057,0.00008798773,0.0003302717,0.0001731132,0.00003165971,0.0002664381,0.00002724139,0.0004404062],"category_scores_gemma":[0.0002300108,0.00004223002,0.00001975066,0.0008279609,0.0003834378,0.0002188919,0.0001341442,0.0001624906,0.0000149189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003505911,"about_ca_system_score_gemma":0.0001009464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004565596,"about_ca_topic_score_gemma":0.0001988638,"domain_scores_codex":[0.998915,0.0002544744,0.0001824113,0.0001269665,0.0003041749,0.0002170204],"domain_scores_gemma":[0.9994896,0.0002676432,0.0000781592,0.0001050294,0.00003349125,0.00002608181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006010499,0.0009453705,0.1015966,0.00003922429,0.00008079342,0.0001984342,0.4802077,0.008403116,0.01680966,0.03328428,0.04769215,0.3101417],"study_design_scores_gemma":[0.001148583,0.001370976,0.9265825,0.00001529277,0.000003746381,0.0001375125,0.0331796,0.004715676,0.001437746,0.005501407,0.02562553,0.0002814775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924949,0.00003713944,0.00002236257,0.001043123,0.0003233311,0.0001060496,0.00002135161,0.000006887566,0.005944819],"genre_scores_gemma":[0.9988174,0.00000192287,0.0002523904,0.0004252785,0.000009059124,0.00001676323,0.000004422533,0.000001731092,0.000470979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8249859,"threshold_uncertainty_score":0.6901846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326570001433263,"score_gpt":0.3991580365126076,"score_spread":0.2665010363692812,"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."}}