{"id":"W4386031784","doi":"10.1186/s12859-023-05436-4","title":"BioLegato: a programmable, object-oriented graphic user interface","year":2023,"lang":"en","type":"article","venue":"BMC Bioinformatics","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Genome Prairie; Genome Canada","keywords":"Computer science; Copying; Graphical user interface; Programming language; Software; Pipeline (software); Process (computing); User interface; Set (abstract data type); Simple (philosophy); Interface (matter); Usability; Software engineering; Field (mathematics); Source code; Debugger; Java; Human–computer interaction; Debugging; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00222939,0.001330594,0.0006611736,0.001202269,0.000443689,0.002120002,0.003592175,0.001389719,0.03917232],"category_scores_gemma":[0.006333362,0.001018357,0.001080525,0.0006021397,0.0009020666,0.002240143,0.002846677,0.002248655,0.021512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005066326,"about_ca_system_score_gemma":0.0009206044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008531331,"about_ca_topic_score_gemma":0.0007972935,"domain_scores_codex":[0.9989728,0.0001523638,0.00008271221,0.0002376166,0.0004350017,0.0001194239],"domain_scores_gemma":[0.9977034,0.0008725802,0.000194157,0.0003811177,0.0004973973,0.0003514022],"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":[0.002859518,0.0004407858,0.005502516,0.001806406,0.0001913088,0.001029499,0.001176513,0.003293939,0.09285279,0.03030935,0.4931093,0.367428],"study_design_scores_gemma":[0.0006350999,0.0003378629,0.005304635,0.0003924859,0.0001299802,0.001148001,0.00006905421,0.02785263,0.04218543,0.01321642,0.9084609,0.0002675047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.005321621,0.0004706896,0.6589956,0.0008034473,0.0003521304,0.0005626026,0.004348207,0.3111869,0.01795889],"genre_scores_gemma":[0.06542236,0.0009306044,0.7936586,0.004304736,0.0003227107,0.002291914,0.01809018,0.08617448,0.02880444],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03917232,"threshold_uncertainty_score":0.1310444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066286574121597,"score_gpt":0.2931417395023609,"score_spread":0.272478873761145,"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."}}