{"id":"W2764603375","doi":"","title":"Perception of Canadian-French Word-Final Vowels in Lexical and Morphosyntactic Minimal Pairs by Canadian English Learners of French.","year":2011,"lang":"en","type":"book-chapter","venue":"ProQuest LLC eBooks","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Linguistics; Perception; Word (group theory); Psychology; Lexical item; Natural language processing; History; Artificial intelligence; Computer science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006713499,0.0002380664,0.0004398323,0.0008677744,0.0001272504,0.00002469172,0.0002496503,0.0006947819,0.00140532],"category_scores_gemma":[0.0005298608,0.0002673974,0.00007467488,0.00005472502,0.000655418,0.00004660658,0.00002885113,0.0004591264,0.00001596405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004200977,"about_ca_system_score_gemma":0.002910374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9824238,"about_ca_topic_score_gemma":0.9880571,"domain_scores_codex":[0.9982616,0.0001095207,0.0004972215,0.0003829007,0.0002761343,0.0004725901],"domain_scores_gemma":[0.9986117,0.00008546647,0.0002743631,0.0001931321,0.0002713678,0.0005640016],"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":[0.00006365991,0.00007607719,0.01864591,0.0002479948,0.0001641647,0.0002176436,0.1987087,7.11691e-7,0.0001669405,0.7446033,0.01418112,0.02292378],"study_design_scores_gemma":[0.001007997,0.0003909787,0.01028422,0.0004543247,0.0001895447,0.00001215178,0.003787003,0.00000908142,0.00004871758,0.02222077,0.9605769,0.001018316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01425589,0.0001187782,0.000003668199,0.0002016657,0.0005035593,0.0004782856,0.0001600977,0.00002129118,0.9842567],"genre_scores_gemma":[0.8549539,0.00009560347,0.0002524118,0.0001432155,0.0002307229,0.00001417671,0.00005201688,0.00002930039,0.1442287],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9463958,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03936762517981254,"score_gpt":0.2562151033155118,"score_spread":0.2168474781356993,"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."}}