{"id":"W2900724141","doi":"10.1017/s0272263118000244","title":"SOCIAL ATTITUDES AND SPEECH RATINGS","year":2018,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Concordia University","funders":"","keywords":"Psychology; Intonation (linguistics); Context (archaeology); Audiology; Baseline (sea); Point (geometry); Linguistics; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001791964,0.0003849356,0.0002274373,0.000697775,0.0004729051,0.0009345965,0.0001962977,0.0003767027,0.00472821],"category_scores_gemma":[0.01199163,0.0001350492,0.0002343355,0.0002247045,0.0006091601,0.0003213284,0.0005713998,0.0004579681,0.0005382695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005002264,"about_ca_system_score_gemma":0.0002189307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007938978,"about_ca_topic_score_gemma":0.01388744,"domain_scores_codex":[0.9985226,0.0005015743,0.00008710313,0.0001696779,0.0006063074,0.0001126471],"domain_scores_gemma":[0.9876391,0.00563441,0.002727839,0.0006324896,0.00252693,0.0008391184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001640957,0.000505823,0.8496271,0.0001596063,0.0001537795,0.0004861804,0.03219785,0.0001513502,0.08226579,0.00018233,0.0004994613,0.03212983],"study_design_scores_gemma":[0.00001250379,0.0005454816,0.9915438,0.000009923756,0.0000221991,0.0001044193,0.004063456,0.0001756058,0.002967043,0.00003555437,0.0005000737,0.00002002424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973253,0.00004025405,0.0001469387,0.00002097483,0.000006147873,0.00001681003,0.00005291044,0.000007883343,0.00238268],"genre_scores_gemma":[0.9987172,0.0000311472,0.0001557954,0.0000243403,0.00001115165,0.00001762343,0.00005860743,0.00000500153,0.0009790838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007938978,"threshold_uncertainty_score":0.0158174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03645075123138886,"score_gpt":0.4025887354149607,"score_spread":0.3661379841835718,"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."}}