{"id":"W1893294012","doi":"10.1111/flan.12066","title":"Learner Pronunciation, Awareness, and Instruction in French as a Second Language","year":2014,"lang":"en","type":"article","venue":"Foreign Language Annals","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Concordia University","funders":"","keywords":"Pronunciation; Fluency; Intonation (linguistics); Psychology; Linguistics; Active listening; Second language; Mathematics education; Communication","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":[0.0006602841,0.0002171944,0.0001525071,0.0003416673,0.0002347875,0.0006408826,0.0001072962,0.0002104682,0.001266131],"category_scores_gemma":[0.002826782,0.00008822019,0.0001128573,0.00009650565,0.0002812723,0.0001921339,0.0002801338,0.0001892399,0.0001567968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129493,"about_ca_system_score_gemma":0.0002671054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004185349,"about_ca_topic_score_gemma":0.004305747,"domain_scores_codex":[0.9997407,0.00007800851,0.00001266889,0.00003525918,0.00008949838,0.00004388117],"domain_scores_gemma":[0.9985939,0.0007206356,0.000299498,0.0000382989,0.0001987305,0.0001489439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005409077,0.0006171864,0.8731055,0.00007985732,0.00005264964,0.0008069846,0.02399639,0.0004935151,0.05592235,0.0001116094,0.0001839827,0.04408906],"study_design_scores_gemma":[0.000008866062,0.0009914279,0.9867787,0.000008323622,0.00001718845,0.000654461,0.00488349,0.0004095274,0.005671151,0.00005326308,0.0005116957,0.00001175809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997589,0.0000192408,0.00004104371,0.000003414174,4.616284e-7,0.000001618782,0.000006444793,0.000001665876,0.0001671934],"genre_scores_gemma":[0.9996985,0.00002346042,0.0000563814,0.000004817057,7.543866e-7,0.000002883301,0.00001346737,6.072921e-7,0.0001991441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004185349,"threshold_uncertainty_score":0.008322001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486141766203773,"score_gpt":0.3484794963329398,"score_spread":0.3236180786709021,"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."}}