{"id":"W3199177254","doi":"10.1515/opli-2020-0169","title":"A preliminary analysis of intonation patterns in Ecuadorian Cuencano Spanish","year":2021,"lang":"en","type":"article","venue":"Open Linguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Intonation (linguistics); Linguistics; Singing; Utterance; Stress (linguistics); Psychology; Pitch accent; History; Prosody; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003675852,0.00008032867,0.0002925541,0.0002519741,0.00003026007,0.00003777138,0.0003983015,0.0001189195,0.00209966],"category_scores_gemma":[0.001062963,0.00008978177,0.00005653291,0.0009124132,0.00004625579,0.00001073814,0.0002899563,0.0001990567,0.00003424524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003383273,"about_ca_system_score_gemma":0.0001351752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002929326,"about_ca_topic_score_gemma":0.004083696,"domain_scores_codex":[0.9988881,0.0001749897,0.0003131165,0.000280366,0.0001342824,0.0002091628],"domain_scores_gemma":[0.9988409,0.000195504,0.00009241371,0.0004401148,0.000377372,0.00005368358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005186331,0.002038346,0.9053978,0.00007730522,0.002431378,0.001540494,0.02155895,0.0005501905,0.001533933,0.04485793,0.003499898,0.01599519],"study_design_scores_gemma":[0.0005680965,0.0001739503,0.987507,0.00002764819,0.000252519,0.000003299592,0.0007044827,0.001275694,0.001118354,0.00238419,0.005847162,0.0001375991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8549423,0.0002038965,0.0003342862,0.0001663947,0.0011877,0.0002380931,0.0001715154,0.00000851051,0.1427473],"genre_scores_gemma":[0.9969737,0.00003650215,0.0006738008,0.00008534337,0.0001151948,0.0000204878,0.0001920747,0.00001110511,0.001891812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420314,"threshold_uncertainty_score":0.9988126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05230917959265388,"score_gpt":0.4050535775612784,"score_spread":0.3527443979686246,"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."}}