{"id":"W2971356790","doi":"10.1101/745406","title":"MLDSP-GUI: An alignment-free standalone tool with an interactive graphical user interface for DNA sequence comparison and analysis","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Graphical user interface; Executable; Computer science; Graphical user interface testing; User interface; Programming language; Interface (matter); Open source; Software; Human–computer interaction; Data mining; Operating system; User interface design","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":[0.00268356,0.003441124,0.002614554,0.003713023,0.001047606,0.0023191,0.004516374,0.001485437,0.1459071],"category_scores_gemma":[0.006091063,0.001488562,0.001649248,0.00291213,0.00053579,0.002762802,0.003269086,0.002658073,0.1206202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006096782,"about_ca_system_score_gemma":0.001655661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002482676,"about_ca_topic_score_gemma":0.003401533,"domain_scores_codex":[0.998306,0.0002539199,0.0001291022,0.0005560191,0.0005765771,0.0001782652],"domain_scores_gemma":[0.9974275,0.001279598,0.0001786817,0.0004634893,0.0003865502,0.0002641411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004917732,0.00008696977,0.001290905,0.0009463087,0.0001381186,0.0001776887,0.0001033832,0.0008803112,0.007160075,0.001280187,0.9454392,0.04200514],"study_design_scores_gemma":[0.001172273,0.0001639536,0.00879088,0.0005355155,0.0001535307,0.0007830579,0.000142184,0.03257309,0.03475264,0.01688281,0.9037129,0.0003372681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003428315,0.0003156939,0.1054197,0.0004185805,0.0003109625,0.0002888236,0.4091037,0.4747357,0.005978457],"genre_scores_gemma":[0.0169124,0.0003544141,0.160358,0.0007160373,0.0001383058,0.002007206,0.7274448,0.08354159,0.008527244],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1459071,"threshold_uncertainty_score":0.4881079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672300967708381,"score_gpt":0.2608277759561407,"score_spread":0.2441047662790568,"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."}}