{"id":"W2164345794","doi":"10.1177/13670069040080010301","title":"Interfaces in the prosodic hierarchy: New structures and the phonological parser","year":2004,"lang":"en","type":"article","venue":"International Journal of Bilingualism","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Learnability; Parsing; Computer science; Linguistics; Syllabic verse; Czech; Hierarchy; Natural language processing; Consonant; Vowel; Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045439,0.00008905908,0.0001572969,0.0001510138,0.00004213357,0.00008955664,0.000881919,0.00008582467,0.0002215829],"category_scores_gemma":[0.0003201457,0.00004124769,0.00006481979,0.00009548142,0.0004447694,0.00005193756,0.00008913332,0.0006571473,0.00001215775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003129881,"about_ca_system_score_gemma":0.0001291456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004672736,"about_ca_topic_score_gemma":0.00009542056,"domain_scores_codex":[0.9987322,0.0002590843,0.000371343,0.0001216024,0.0003531766,0.000162594],"domain_scores_gemma":[0.9990763,0.0004441095,0.0001714402,0.0001346785,0.0001298254,0.0000436244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008070182,0.0007735906,0.01127916,0.00001047687,0.001336229,0.002920605,0.4647032,0.0006559623,0.005704947,0.3924684,0.006154665,0.1059227],"study_design_scores_gemma":[0.009630693,0.0004018364,0.1101606,0.00005447426,0.00002424144,0.004027369,0.004429749,0.00001492357,0.001557468,0.8624136,0.00714604,0.0001390082],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716982,0.002189846,0.00009266188,0.02384647,0.001153016,0.0001177289,0.000003103957,0.000003535303,0.000895411],"genre_scores_gemma":[0.9976829,0.0002082592,0.0001865165,0.001251945,0.0004995963,0.000003738999,9.259347e-7,0.000005321641,0.0001607636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4699453,"threshold_uncertainty_score":0.2855015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04204741210198102,"score_gpt":0.386263168671963,"score_spread":0.344215756569982,"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."}}