{"id":"W2982011245","doi":"10.7202/1065133ar","title":"brat Rapid Annotation Tool. Web-based annotation and visualization tool","year":2019,"lang":"en","type":"article","venue":"Renaissance and Reformation","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Annotation; Computer science; Visualization; World Wide Web; Information retrieval; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006293354,0.003660638,0.002528104,0.01146966,0.002081891,0.004838427,0.00415668,0.00304396,0.1758884],"category_scores_gemma":[0.01757038,0.002396445,0.001676832,0.007006715,0.0008816065,0.006568038,0.005098007,0.004317204,0.1583638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293617,"about_ca_system_score_gemma":0.002621683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005854088,"about_ca_topic_score_gemma":0.008983319,"domain_scores_codex":[0.9961137,0.0007774311,0.0005095533,0.0005343764,0.00180304,0.0002618764],"domain_scores_gemma":[0.9844633,0.007045632,0.0007974437,0.001722662,0.005446356,0.0005246846],"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":[0.0003215962,0.00009288304,0.0003801894,0.001804547,0.00005606216,0.0003443091,0.0005814887,0.0004653768,0.006596395,0.003343273,0.9206615,0.06535249],"study_design_scores_gemma":[0.0002272137,0.0000502486,0.001506951,0.0008098738,0.0000598592,0.0004823702,0.0004023031,0.007328713,0.01665692,0.01138549,0.9608264,0.0002636524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00141548,0.0008856392,0.2759283,0.001228853,0.001392873,0.001004961,0.1925827,0.4926677,0.03289349],"genre_scores_gemma":[0.01297883,0.001383536,0.3808046,0.001882345,0.000374775,0.006864424,0.3486412,0.1617571,0.08531343],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1758884,"threshold_uncertainty_score":0.5884053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009773954082737747,"score_gpt":0.250106045643512,"score_spread":0.2403320915607742,"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."}}