{"id":"W1829510661","doi":"10.48550/arxiv.1304.4620","title":"XORRO: Rapid Paired-End Read Overlapper","year":2013,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Software; End-to-end principle; Alphabet; Algorithm; Artificial intelligence; Programming language","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":[0.002468554,0.001799116,0.001226305,0.001171019,0.001245204,0.001507507,0.002778985,0.001204074,0.03035419],"category_scores_gemma":[0.005898781,0.001400995,0.001071494,0.001203554,0.0007583603,0.002052457,0.002791377,0.002201134,0.02000868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007978958,"about_ca_system_score_gemma":0.001177641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006213108,"about_ca_topic_score_gemma":0.0008449801,"domain_scores_codex":[0.996856,0.0004918732,0.0002194008,0.001062301,0.001088863,0.0002816351],"domain_scores_gemma":[0.9970782,0.001183986,0.0003274953,0.0006714701,0.000550047,0.0001888419],"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":[0.006772807,0.0003788589,0.006352693,0.002725623,0.0004128499,0.0009095625,0.0009041582,0.01128041,0.2730954,0.0206383,0.2458398,0.4306897],"study_design_scores_gemma":[0.0003779,0.0005341303,0.003610727,0.0001646911,0.0001100346,0.001403684,0.0001892931,0.1097608,0.5804982,0.01657838,0.2864445,0.0003277562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.02595068,0.0008362644,0.7536393,0.0003079921,0.0004082322,0.0004608519,0.009833063,0.1954006,0.01316299],"genre_scores_gemma":[0.1292466,0.0004869208,0.7795573,0.0006379543,0.0002100838,0.00185528,0.02527939,0.03700026,0.0257261],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03035419,"threshold_uncertainty_score":0.1015448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04671242374133888,"score_gpt":0.1714329009519715,"score_spread":0.1247204772106326,"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."}}