{"id":"W4410289572","doi":"10.1162/ling.a.56","title":"Input Prevocalic Faithfulness and Opacity","year":2025,"lang":"en","type":"article","venue":"Linguistic Inquiry","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Linguistics; Opacity; Computer science; Philosophy; Physics","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":[0.000758547,0.0000960813,0.0001744025,0.00007990427,0.0004568751,0.00007052733,0.000195852,0.0001628439,0.00005473207],"category_scores_gemma":[0.002120197,0.00009576176,0.00003740042,0.0002526854,0.0008682703,0.00002859554,0.00005233772,0.000147619,0.00002893331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000340795,"about_ca_system_score_gemma":0.0001346485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003691996,"about_ca_topic_score_gemma":0.00107129,"domain_scores_codex":[0.9988432,0.0002516236,0.000204408,0.0002745084,0.0001489791,0.0002773163],"domain_scores_gemma":[0.9992561,0.0002767932,0.00004819917,0.0002106326,0.0001168617,0.00009137559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003600086,0.00009787368,0.04703913,0.0001032517,0.00003788951,0.00002024861,0.08822858,0.00000138454,0.00001506508,0.8263819,0.03007924,0.007959433],"study_design_scores_gemma":[0.0006390942,0.00005118886,0.05540721,0.0001201565,0.00006115489,0.000003231974,0.00796939,0.00002697404,0.00006131059,0.327352,0.607955,0.0003532834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5432699,0.001482008,0.005391318,0.003215425,0.009066194,0.0003230458,0.000005250398,0.0001780939,0.4370688],"genre_scores_gemma":[0.9930823,0.00008673617,0.0001863117,0.002109071,0.001474421,0.00001476401,0.000002678154,0.000005422232,0.003038248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5778758,"threshold_uncertainty_score":0.5581219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026194010917103,"score_gpt":0.3902445385240905,"score_spread":0.3399825984149195,"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."}}