{"id":"W4239531374","doi":"10.3115/1642025.1642028","title":"Phon 1.2","year":2007,"lang":"en","type":"article","venue":"","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Unicode; XML; Transcription (linguistics); Syllabification; Graphical user interface; Coding (social sciences); Software; Standardization; Information retrieval; Natural language processing; Artificial intelligence; World Wide Web; Speech recognition; Programming language","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00125859,0.001104181,0.0007757055,0.003029262,0.0009132796,0.003881147,0.001653793,0.001258864,0.2841103],"category_scores_gemma":[0.003735967,0.001208745,0.0008832146,0.001608765,0.0005251767,0.004024989,0.003452984,0.001324965,0.1690997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006815536,"about_ca_system_score_gemma":0.001223667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317522,"about_ca_topic_score_gemma":0.001885957,"domain_scores_codex":[0.998667,0.0001676313,0.0001315949,0.0003715192,0.0005657482,0.00009663103],"domain_scores_gemma":[0.9985155,0.0004695942,0.0001111308,0.000494024,0.0003210717,0.00008861622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004033051,0.0001136184,0.003032935,0.0008147643,0.00004920626,0.0003197161,0.0004558014,0.000696545,0.007535076,0.02230367,0.4406642,0.5236112],"study_design_scores_gemma":[0.00007840427,0.00006742467,0.002843951,0.00010805,0.00003604697,0.0008182807,0.00009820725,0.003632207,0.008079599,0.008077492,0.976096,0.0000643526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007423787,0.001148306,0.2012817,0.001042862,0.001002772,0.0007843149,0.0489972,0.3345307,0.4037884],"genre_scores_gemma":[0.0535766,0.001206008,0.3364596,0.002161121,0.0004593005,0.001468371,0.1069348,0.1029802,0.3947541],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7158897,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0462668707274945,"score_gpt":0.4309044871838988,"score_spread":0.3846376164564044,"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."}}