{"id":"W2605519497","doi":"10.5334/labphon.22","title":"Lexical representation and processing of word-initial morphological alternations: Scottish Gaelic mutation","year":2017,"lang":"en","type":"article","venue":"Laboratory Phonology Journal of the Association for Laboratory Phonology","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Lexicon; Linguistics; Consonant; Psychology; Word (group theory); Mental lexicon; Computer science; Speech recognition; Natural language processing; Vowel","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":[0.0003881079,0.0004555607,0.0003976969,0.0007235404,0.0004075061,0.0008803621,0.0004882942,0.0004924602,0.003921415],"category_scores_gemma":[0.001588288,0.0001937652,0.0002603569,0.0003640748,0.001258017,0.0006186648,0.001433046,0.0005692876,0.0007408158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005193073,"about_ca_system_score_gemma":0.0004362369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911559,"about_ca_topic_score_gemma":0.02081057,"domain_scores_codex":[0.9997166,0.00002743618,0.00002167952,0.00008316261,0.00009650546,0.00005463093],"domain_scores_gemma":[0.9991369,0.0002155085,0.0002186521,0.0001218103,0.0001904208,0.0001167648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005918309,0.00006747836,0.01743662,0.00008824673,0.00002749976,0.001884675,0.003675669,0.0002479323,0.9490981,0.001021141,0.000395137,0.02546559],"study_design_scores_gemma":[0.0001627834,0.000638628,0.868864,0.00005456154,0.0001262523,0.004938579,0.005035672,0.005411016,0.1060474,0.004383836,0.004128955,0.0002082845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972643,0.00002466152,0.0006852713,0.00006724487,0.000004578957,0.000007234967,0.00006807096,0.00004563901,0.001832885],"genre_scores_gemma":[0.9983363,0.00003235918,0.0007564248,0.00006891354,0.000002047181,0.000006586467,0.000123836,0.00002665307,0.0006470214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911559,"threshold_uncertainty_score":0.03800869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420853857488875,"score_gpt":0.3885509172504973,"score_spread":0.3443423786756086,"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."}}