{"id":"W3097281721","doi":"10.1075/bpa.10.09li","title":"Speech perception in French immersion students in Western Canada","year":2020,"lang":"en","type":"book-chapter","venue":"Bilingual processing and acquisition","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"French immersion; Active listening; Perception; Voice-onset time; Psychology; AP French Language; Linguistics; Context (archaeology); Speech perception; History; Communication; Pedagogy; Language assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002800615,0.000226821,0.0003116457,0.0002247764,0.00006873021,0.00005701197,0.0001699589,0.0003801532,0.0003977797],"category_scores_gemma":[0.00000912979,0.0002362759,0.00002578357,0.00007462342,0.00007251825,0.00004508929,0.00009873509,0.0006533494,0.00004707013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892575,"about_ca_system_score_gemma":0.0003536796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08134984,"about_ca_topic_score_gemma":0.1453149,"domain_scores_codex":[0.9984304,0.00005486275,0.0003491587,0.0005648062,0.0003316789,0.0002691016],"domain_scores_gemma":[0.9995657,0.00003890167,0.0001158864,0.0001390146,0.00005405227,0.00008642905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001557847,0.0009039498,0.2151877,0.002169111,0.0002087974,0.005958068,0.05737049,0.00005947989,0.009530298,0.0005098176,0.005173953,0.7013705],"study_design_scores_gemma":[0.004425804,0.0007872024,0.9725866,0.002973848,0.00008020014,0.0002052949,0.002739772,0.0005140259,0.00009521635,0.007598777,0.006400653,0.001592605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721488,0.002378148,0.00001087602,0.000361477,0.0003073409,0.0002806502,0.00002983435,0.0000200854,0.02446278],"genre_scores_gemma":[0.971145,0.0001366258,0.0000319418,0.0003983902,0.0002136594,0.000007611331,0.0001366588,0.00003466527,0.02789546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7573989,"threshold_uncertainty_score":0.9635052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889898707480578,"score_gpt":0.33490864469347,"score_spread":0.3060096576186643,"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."}}