{"id":"W2260535515","doi":"10.7282/t3nk3c3w","title":"Phonology as Cognition","year":2000,"lang":"en","type":"article","venue":"","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Phonology; Linguistics; Set (abstract data type); Representation (politics); Computer science; Cognitive science; Syntax; Mental representation; Theoretical linguistics; Natural language processing; Psychology; Cognition; 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":[0.00009084577,0.0000620252,0.00008266157,0.0000563722,0.00005221603,0.000008683227,0.0001237756,0.0001332891,0.4252877],"category_scores_gemma":[0.000008006931,0.00005609296,0.00002879258,0.0001065366,0.0001069057,0.00001863791,0.00001380006,0.0001613156,0.08633713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005710725,"about_ca_system_score_gemma":0.00001663056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004016399,"about_ca_topic_score_gemma":0.00003576877,"domain_scores_codex":[0.9992965,0.00007559161,0.00009744347,0.0001925199,0.00005701878,0.0002809011],"domain_scores_gemma":[0.9996354,0.00005929953,0.000009508893,0.000209851,0.00002330794,0.00006262521],"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":[0.0008738184,0.0007450429,0.001910325,0.000005030294,0.0002736951,0.0002417632,0.005540424,0.000002010045,0.01041093,0.04186575,0.2193843,0.7187469],"study_design_scores_gemma":[0.00376421,0.001304299,0.2562037,0.000006729092,0.00003832294,0.0007684134,0.0005725215,0.00005767403,0.008431876,0.09715163,0.6311895,0.0005112111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4791987,0.00005619466,0.00001119407,0.0006245545,0.0001358102,0.00005081766,0.000002099889,0.0000433663,0.5198773],"genre_scores_gemma":[0.8582902,0.00004750655,0.0000541483,0.001112206,0.00006702652,0.00002801213,0.00001218749,0.000008034473,0.1403807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7182357,"threshold_uncertainty_score":0.9143742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091705380065643,"score_gpt":0.3736567828267544,"score_spread":0.342739729026098,"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."}}