{"id":"W3109070800","doi":"10.1017/s0959269520000083","title":"A phonetic-phonological study of vowel height and nasal coarticulation in French","year":2020,"lang":"en","type":"article","venue":"Journal of French Language Studies","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Nasalization; Coarticulation; Nasal vowel; Nasality; Vowel; Audiology; Speech recognition; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004043553,0.000123646,0.0004946336,0.0001578084,0.00003594174,0.000009792569,0.0001649303,0.00008115821,0.0001983194],"category_scores_gemma":[0.0004035294,0.00009014476,0.0000506295,0.0002896088,0.0001800759,0.00004463329,0.0001231938,0.0003991115,0.000008407834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001898359,"about_ca_system_score_gemma":0.00002344714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003837865,"about_ca_topic_score_gemma":0.0005046136,"domain_scores_codex":[0.9985374,0.000264781,0.0005630135,0.000179115,0.0002377613,0.0002179064],"domain_scores_gemma":[0.999098,0.0002690598,0.0002539841,0.0001252034,0.0001657498,0.00008798654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002497034,0.0012688,0.315246,0.00004115999,0.0007879192,0.0011939,0.6586993,0.00003746427,0.01171655,0.00002841805,0.004406333,0.006324435],"study_design_scores_gemma":[0.002691583,0.00307374,0.9513546,0.0000276163,0.00004689377,0.00005225928,0.04201456,0.0000448229,0.0003587916,0.0001878621,0.00005276092,0.00009452767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795882,0.01894636,0.00001718408,0.0007672051,0.0002377203,0.0001713178,0.00000439781,0.000005598533,0.0002620699],"genre_scores_gemma":[0.999323,0.0002100888,0.0001734789,0.00008499638,0.0001347011,0.000005714688,5.485741e-7,0.000007025452,0.00006051747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6361085,"threshold_uncertainty_score":0.3675997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07249014952910239,"score_gpt":0.3896330275121734,"score_spread":0.317142877983071,"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."}}