{"id":"W7001435314","doi":"","title":"KLASIFIKASI EMOSI BERDASARKAN SUARA DENGAN METODE HIDDEN MARKOV MODEL","year":2022,"lang":"en","type":"dissertation","venue":"UMM Institutional Repository (University of Maine at Machias)","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Hyporeflexia; TSG101; Dysgeusia; Diafiltration; Articular cartilage damage","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003115275,0.0003617951,0.0004272502,0.0004324392,0.001670246,0.00008085116,0.002491053,0.0001924755,0.00007001244],"category_scores_gemma":[0.00001810439,0.0004771203,0.0003429351,0.0006098098,0.0001278848,0.000879404,0.0009868415,0.0005032466,0.00002108345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007063582,"about_ca_system_score_gemma":0.0008415133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004414069,"about_ca_topic_score_gemma":0.0002253866,"domain_scores_codex":[0.9972886,0.00008267242,0.0003157069,0.0008516133,0.001062975,0.0003984043],"domain_scores_gemma":[0.998417,0.00006793545,0.0003197075,0.0008082281,0.0001723142,0.0002148807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008058003,0.001222882,0.002055138,0.001946867,0.001325691,0.005299833,0.02674617,0.5487196,0.02354854,0.2647831,0.02342814,0.1001183],"study_design_scores_gemma":[0.0007745184,0.0001378644,0.006918292,0.0001570212,0.0001305666,0.0003777865,0.0007673624,0.9767525,0.001062755,0.0009654301,0.0109559,0.001000026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7384075,0.0009304186,0.2048297,0.0003093181,0.003870813,0.0004657509,0.00005497079,0.0004556666,0.05067586],"genre_scores_gemma":[0.8584075,0.0001459668,0.08827553,0.0001063079,0.0001677332,0.000004194696,0.0005195619,0.00003481634,0.05233841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4280329,"threshold_uncertainty_score":0.999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008111126114765726,"score_gpt":0.1965150076623705,"score_spread":0.1884038815476048,"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."}}