{"id":"W4313012597","doi":"10.1007/978-3-031-20643-6_14","title":"KATKA: A KRAKEN-Like Tool with k Given at Query Time","year":2022,"lang":"en","type":"article","venue":"Lecture notes in computer science","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Human Genome Research Institute","keywords":"Computer science","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":[0.002529423,0.001864079,0.001629834,0.001993021,0.001061369,0.00296611,0.004350177,0.002104483,0.04320794],"category_scores_gemma":[0.01400455,0.001706047,0.001655179,0.002486154,0.00208438,0.01039978,0.00701728,0.002669848,0.01875532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008692428,"about_ca_system_score_gemma":0.001324086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519653,"about_ca_topic_score_gemma":0.002674726,"domain_scores_codex":[0.996847,0.0005776328,0.0004373115,0.000735729,0.0009850251,0.0004173049],"domain_scores_gemma":[0.9907155,0.003783685,0.0004021146,0.004089656,0.0006562648,0.0003527369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005668767,0.0003753276,0.00396309,0.003277214,0.0003793385,0.0009171119,0.001896319,0.008845383,0.05872613,0.1135826,0.2253658,0.577003],"study_design_scores_gemma":[0.001063125,0.0005865623,0.001916693,0.0006820624,0.0002952298,0.002158462,0.0009879067,0.127318,0.1900554,0.2456579,0.4285182,0.0007603896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.008479607,0.0003624604,0.6675118,0.0004717713,0.0002984634,0.0001856411,0.003576206,0.3107497,0.008364317],"genre_scores_gemma":[0.2612728,0.0005212299,0.6234809,0.001289092,0.0001959899,0.0007230428,0.008717619,0.08217748,0.02162182],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.04320794,"threshold_uncertainty_score":0.144545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00698868901094241,"score_gpt":0.2136664160508714,"score_spread":0.206677727039929,"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."}}