{"id":"W2487883765","doi":"10.11234/gi1990.21.229","title":"MODERN HOMOLOGY SEARCH","year":2008,"lang":"en","type":"article","venue":"Proceedings Genome Informatics Workshop/Genome informatics","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Heuristics; Computer science; Homology (biology); Software; Sensitivity (control systems); Zoom; Speedup; Theoretical computer science; Parallel computing; Biology; Programming language; Genetics; Engineering; Gene; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001776341,0.001235812,0.001610556,0.001939034,0.001110713,0.002635572,0.002845521,0.002163594,0.01949596],"category_scores_gemma":[0.004038576,0.001073567,0.001429325,0.002329183,0.001364347,0.004534353,0.003802196,0.002450984,0.01291515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255222,"about_ca_system_score_gemma":0.001099109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006633464,"about_ca_topic_score_gemma":0.000708786,"domain_scores_codex":[0.9978471,0.0004281097,0.00008994752,0.0006514572,0.0008428548,0.0001405245],"domain_scores_gemma":[0.998319,0.0006622974,0.00009767713,0.00057152,0.0002672689,0.00008220612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001741622,0.000168404,0.0009613459,0.0007591264,0.000190285,0.0001337861,0.0001286913,0.04296959,0.0239433,0.2545684,0.03397172,0.6420313],"study_design_scores_gemma":[0.00007829379,0.0002181292,0.0005303912,0.0001176053,0.00006906228,0.0007957063,0.000078909,0.3111097,0.01872604,0.5048636,0.1633089,0.0001037329],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003624025,0.00206504,0.9754184,0.0007105291,0.0002195574,0.00008898969,0.0003795105,0.003727573,0.0137664],"genre_scores_gemma":[0.06044503,0.003019679,0.9193298,0.0009466151,0.0002771688,0.0003005215,0.001470718,0.0009725278,0.01323799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01949596,"threshold_uncertainty_score":0.06522048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101271596257218,"score_gpt":0.2346661319468013,"score_spread":0.2136534159842291,"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."}}