{"id":"W1527582639","doi":"10.1002/9781444301007.ch26","title":"Constraints‐Based Nonlinear Phonological Theories: Application and Implications","year":2008,"lang":"en","type":"other","venue":"","topic":"Language Development and Disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nonlinear system; Computer science; Phonology; Linguistics; Phonological rule; Psychology; Cognitive science; Cognitive psychology; Natural language processing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002353186,0.0004033744,0.0003262218,0.00126777,0.0007609464,0.003152907,0.001350915,0.0006369642,0.01186278],"category_scores_gemma":[0.008095265,0.0003250061,0.0004005296,0.001284127,0.004916929,0.005567609,0.001909475,0.00269213,0.0007302382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002042467,"about_ca_system_score_gemma":0.003098898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005265191,"about_ca_topic_score_gemma":0.008011251,"domain_scores_codex":[0.999073,0.000328684,0.00006826808,0.0001225032,0.0003676882,0.00003981974],"domain_scores_gemma":[0.9939858,0.004506139,0.000291625,0.0004443655,0.0006542389,0.0001179192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007940547,0.000160647,0.004513695,0.0002853757,0.00002004769,0.0003732523,0.005861826,0.002586582,0.0008543507,0.7145898,0.006704341,0.2639706],"study_design_scores_gemma":[0.00002960177,0.00005068036,0.01086923,0.0004878414,0.00002894416,0.0005843131,0.005021691,0.008281912,0.001816398,0.9341339,0.03865061,0.00004492798],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1155361,0.02021866,0.1316408,0.05001802,0.0008579604,0.0002910183,0.0004761644,0.0003136564,0.6806476],"genre_scores_gemma":[0.8286254,0.02481453,0.09338807,0.002108364,0.0004311375,0.0003041896,0.0003100082,0.0002537858,0.04976454],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01186278,"threshold_uncertainty_score":0.03968495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408010395876285,"score_gpt":0.2957884238871689,"score_spread":0.2817083199284061,"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."}}