{"id":"W7118512452","doi":"10.32735/s0718-22012025000613548","title":"Revisión del inventario fonético-fonológico del aymara hablado en Chile y su vitalidad: un estudio basado en análisis acústicos y espectrográficos","year":2025,"lang":"","type":"article","venue":"Alpha Revista de Artes Letras y Filosofía","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Identity (music); Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005211865,0.0004200647,0.0005458255,0.004798871,0.001339847,0.001986125,0.000853147,0.0003761798,0.002721709],"category_scores_gemma":[0.007177113,0.0003164381,0.0005304405,0.004021334,0.001151361,0.001954248,0.002400645,0.0008178105,0.0005015772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004388032,"about_ca_system_score_gemma":0.006175201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08433077,"about_ca_topic_score_gemma":0.1231871,"domain_scores_codex":[0.9985977,0.0003795597,0.0002771251,0.000151464,0.0004232094,0.0001709754],"domain_scores_gemma":[0.9934634,0.001141447,0.001454502,0.0004908204,0.003003011,0.0004467714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006984425,0.00009414736,0.9027484,0.0005122236,0.00006985165,0.0001768934,0.02873621,0.0001521147,0.0009731418,0.001285714,0.002944205,0.0622373],"study_design_scores_gemma":[0.000009323523,0.00009186152,0.9349887,0.000371226,0.00004029685,0.0001488092,0.03890679,0.0002733794,0.0004205889,0.0005160718,0.02419055,0.00004233647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978049,0.00205126,0.002088193,0.0009306614,0.00008007374,0.0008249419,0.004035783,0.00006272216,0.01187727],"genre_scores_gemma":[0.9785746,0.002565265,0.006063089,0.0001608499,0.00003292149,0.0018354,0.003237132,0.0000278003,0.007502962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08433077,"threshold_uncertainty_score":0.1676798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539670113054376,"score_gpt":0.3073039963191234,"score_spread":0.2919072951885796,"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."}}