{"id":"W4313683108","doi":"","title":"Variation in Toronto Haitian English phonology","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phonology; Variation (astronomy); Computer science; Linguistics; Natural language processing; Artificial intelligence; Philosophy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003438884,0.0001937644,0.000187743,0.001044438,0.001497958,0.001248569,0.0002623744,0.0002031012,0.005687757],"category_scores_gemma":[0.001956552,0.0001470767,0.0001032471,0.002719558,0.0009770795,0.0003032323,0.0008737668,0.0002597906,0.0004398717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004738822,"about_ca_system_score_gemma":0.002845458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.688278,"about_ca_topic_score_gemma":0.8975854,"domain_scores_codex":[0.9996557,0.00006685224,0.0000175152,0.0001007044,0.00008074307,0.00007840567],"domain_scores_gemma":[0.9990152,0.0002223109,0.0001178651,0.00006634382,0.0004091085,0.0001691198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001245925,0.00006323143,0.7273628,0.0002793957,0.0001724105,0.001662108,0.1144007,0.001292611,0.05627973,0.00635095,0.003993342,0.08689679],"study_design_scores_gemma":[0.000002463343,0.00001168919,0.9939312,0.000007337022,0.000008336356,0.00007471154,0.004144827,0.0001381459,0.0003086747,0.00004839387,0.001317848,0.000006433426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940058,0.0001006878,0.0001120015,0.00006134564,0.000005151099,0.000003868769,0.0003803294,0.000004709887,0.005326088],"genre_scores_gemma":[0.9987036,0.00004279958,0.00005472934,0.000004373328,0.000001702595,0.000002066459,0.0001164353,0.000004509051,0.001069871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.311722,"threshold_uncertainty_score":0.6271156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042749655955587,"score_gpt":0.2966063979414019,"score_spread":0.276178901381846,"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."}}