{"id":"W2802245731","doi":"10.3138/cmlr.2017-0011","title":"Is It Because of My Language Background? A Study of Language Background Influence on Comprehensibility Judgments","year":2018,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandarin Chinese; Psychology; Pronunciation; Linguistics; Intonation (linguistics); First language; Second language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009665657,0.0004923156,0.001123341,0.0004986891,0.0001673952,0.00003710847,0.001043017,0.0002495139,0.002466099],"category_scores_gemma":[0.00034559,0.0004723588,0.0002142456,0.0007259276,0.000773001,0.0001182045,0.0001420956,0.0005070997,0.0002234598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829666,"about_ca_system_score_gemma":0.0002372409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4706725,"about_ca_topic_score_gemma":0.6987424,"domain_scores_codex":[0.9960355,0.0007006972,0.00090745,0.0009117721,0.0002532723,0.001191294],"domain_scores_gemma":[0.995885,0.0004642492,0.0003736894,0.002020227,0.000416541,0.0008402766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003190889,0.001383646,0.02179575,0.00495016,0.001366753,0.003614479,0.8683101,0.000007734609,0.06388595,0.0004255119,0.008247172,0.02569364],"study_design_scores_gemma":[0.005085725,0.005179765,0.7132856,0.009589542,0.0008519886,0.0006305945,0.2504937,0.0003594705,0.003626712,0.0003309628,0.008221983,0.002343883],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97328,0.01948763,0.000008298714,0.0002116148,0.0002092663,0.001194866,0.001118984,0.00003543493,0.004453879],"genre_scores_gemma":[0.9954954,0.0005857058,0.0001190143,0.001541155,0.000155313,0.0000840904,0.0001171233,0.00008387874,0.001818348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6914899,"threshold_uncertainty_score":0.9997728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07102201901014156,"score_gpt":0.3662771362021046,"score_spread":0.295255117191963,"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."}}