{"id":"W2761212648","doi":"10.1075/wll.20.1.05sul","title":"STRESYL","year":2017,"lang":"en","type":"article","venue":"Written Language & Literacy","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Syllable; Syllabic verse; Stress (linguistics); Focus (optics); Relation (database); Security token; Linguistics; Computer science; Natural language processing; Speech recognition; Database; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000205428,0.0001261218,0.0001597106,0.00007886903,0.000319561,0.0002750264,0.0007883012,0.000116649,0.007280564],"category_scores_gemma":[0.0001133063,0.0001109462,0.00007178786,0.00004013335,0.0001553989,0.0001573621,0.0002041757,0.0003030679,0.002953784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001207389,"about_ca_system_score_gemma":0.00001787479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440635,"about_ca_topic_score_gemma":0.00004624338,"domain_scores_codex":[0.998873,0.00008055288,0.0001591271,0.0003126106,0.0001379005,0.0004367984],"domain_scores_gemma":[0.9981796,0.00007963348,0.00009123977,0.00146959,0.00005630382,0.0001236588],"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":[0.0003204626,0.0006488214,0.1143194,0.00004920589,0.000322645,0.003892561,0.1396862,3.291602e-7,0.01988034,0.0121007,0.06780552,0.6409738],"study_design_scores_gemma":[0.001154453,0.0001213167,0.9261159,0.00003870347,0.00001275174,0.00007444456,0.0008278643,0.00003146409,0.0008369447,0.001294549,0.06922554,0.0002661058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675278,0.0009028658,0.00001913168,0.001063258,0.0005120162,0.0001310271,0.00004760396,0.00005529436,0.129741],"genre_scores_gemma":[0.9585561,0.000008004095,0.0002313892,0.0004353229,0.0004927707,0.00003332934,0.00002756459,0.00002298564,0.0401925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8117965,"threshold_uncertainty_score":0.9978225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477258453817065,"score_gpt":0.4183298369449859,"score_spread":0.3935572524068152,"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."}}