{"id":"W2029122212","doi":"10.1145/1268517.1268565","title":"Isochords","year":2007,"lang":"en","type":"article","venue":"Proceedings","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chord (peer-to-peer); Visualization; Computer science; GRASP; Data visualization; Speech recognition; Musical; Human–computer interaction; Artificial intelligence; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001664326,0.0000631353,0.00005236077,0.00003000982,0.00004132008,0.00001628678,0.00009248684,0.00006395461,0.00002733416],"category_scores_gemma":[0.00004853393,0.00005609811,0.00005174987,0.0001064734,0.00003585792,0.000003422026,0.00003700348,0.00003971344,0.00003680443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005787532,"about_ca_system_score_gemma":0.000008458215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001093529,"about_ca_topic_score_gemma":0.000005595643,"domain_scores_codex":[0.9995044,6.060595e-7,0.00008734901,0.0001620547,0.0000780738,0.0001675255],"domain_scores_gemma":[0.9997851,0.000001427732,0.00002949385,0.00004942201,0.00007675448,0.00005782218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002489929,0.0000170592,0.01445054,0.000005947416,0.0000169365,0.000001164456,0.00003812218,2.142446e-7,0.9748064,0.0004290069,0.003631882,0.00657786],"study_design_scores_gemma":[0.0001324597,0.0001174485,0.005968367,0.000004233304,0.00001435565,0.00001352104,0.0002340474,0.00001291929,0.8029962,0.0004240997,0.1899314,0.0001509744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428847,0.0002114714,0.0006686001,0.0001408902,0.00003468862,0.00003097146,6.152958e-7,0.0000144715,0.05601356],"genre_scores_gemma":[0.9963517,0.00004001523,0.0006182986,0.0004764622,0.0002658497,0.000002493173,0.000008777479,0.000007566466,0.002228789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1862995,"threshold_uncertainty_score":0.2287614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005300944271481447,"score_gpt":0.2430952420831008,"score_spread":0.2377942978116193,"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."}}