{"id":"W2793621995","doi":"10.5446/51339","title":"Introducing Texture: An Open Source WYSIWYG Javascript Editor for JATS","year":2017,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Upload; XML; World Wide Web; Publishing; Workflow; Electronic publishing; Multimedia; Word processing; Information retrieval; Database; The Internet","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005023674,0.0001881297,0.0002450392,0.000212285,0.001650608,0.001876325,0.004808675,0.0001033664,0.00002788165],"category_scores_gemma":[0.0002070653,0.0001994943,0.00007306478,0.0001866409,0.00008102474,0.005951795,0.001384681,0.000160123,0.00004123894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007970606,"about_ca_system_score_gemma":0.0001382197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009054178,"about_ca_topic_score_gemma":0.0008245515,"domain_scores_codex":[0.9986745,0.0000399286,0.0002304561,0.0004646566,0.0002381476,0.0003523109],"domain_scores_gemma":[0.9976663,0.0000634707,0.00045211,0.001355904,0.0002793288,0.0001828944],"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":[0.00008435886,0.0003762434,0.02001712,0.0004260564,0.0001322849,0.00002621865,0.002309838,0.001375932,0.00004212578,0.09951273,0.6505576,0.2251395],"study_design_scores_gemma":[0.001104528,0.0001144168,0.0001740259,0.00008025792,0.00002318616,2.428895e-8,0.00266609,0.164462,0.001218298,0.002721545,0.8270273,0.0004082744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009083273,0.00001472845,0.9748353,0.0007064522,0.002538388,0.0003887343,0.000005724279,0.0002096824,0.0122177],"genre_scores_gemma":[0.8078483,0.00001569353,0.166207,0.001048123,0.004547701,0.000004788759,0.00003548284,0.00005275725,0.02024017],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8086283,"threshold_uncertainty_score":0.9996491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168005720950917,"score_gpt":0.2475684959442445,"score_spread":0.2258884387347353,"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."}}