{"id":"W2971473675","doi":"10.1145/3337722.3337740","title":"SuBViS","year":2019,"lang":"en","type":"article","venue":"","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Scripting language; Workflow; Process (computing); Blueprint; Iterative and incremental development; Software engineering; Human–computer interaction; Graph; Multimedia; Programming language; Database; Engineering; Theoretical 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009615466,0.00003190615,0.00004010097,0.00001584559,0.00001096668,0.00005376524,0.0004275467,0.00001603119,0.0005372242],"category_scores_gemma":[0.000005406159,0.00002525499,0.00002068806,0.00008463125,0.000005352337,0.0002467208,0.00007734101,0.00003194176,0.004972381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007172161,"about_ca_system_score_gemma":0.00001097872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001421386,"about_ca_topic_score_gemma":0.000002215687,"domain_scores_codex":[0.9996369,0.0000137714,0.00005020844,0.0001381503,0.00007284175,0.00008809861],"domain_scores_gemma":[0.9995492,0.00003123168,0.000007290111,0.0003693685,0.00001834033,0.0000245986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004331989,0.00008821112,0.02497809,0.00001456498,0.0000111741,0.000002759202,0.0008442086,0.00006458547,0.007910942,0.9254313,0.01600848,0.02464133],"study_design_scores_gemma":[0.001067921,0.0007025354,0.05527528,0.00002451411,0.000004176924,0.00003187632,0.00011902,0.2532445,0.23914,0.08172698,0.3677474,0.0009158367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3315178,0.00001191766,0.5465665,0.001491727,0.0003836071,0.0000836879,1.200977e-7,0.0002187111,0.119726],"genre_scores_gemma":[0.9740163,4.092612e-7,0.01657806,0.0005481534,0.000006580407,0.000001066974,7.072494e-8,0.000001271754,0.008848058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8437043,"threshold_uncertainty_score":0.9958023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00934627848692091,"score_gpt":0.2082931273969552,"score_spread":0.1989468489100343,"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."}}