{"id":"W1989734351","doi":"10.1145/2614106.2614206","title":"OpenVL","year":2014,"lang":"en","type":"article","venue":"","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872416,0.001234195,0.001785666,0.002485039,0.0009856434,0.004462294,0.003947294,0.003556463,0.8147138],"category_scores_gemma":[0.006892676,0.0007254885,0.0008498516,0.002019428,0.0009401046,0.003191917,0.00404449,0.002514104,0.7139161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249144,"about_ca_system_score_gemma":0.002176841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002210542,"about_ca_topic_score_gemma":0.001938263,"domain_scores_codex":[0.9984543,0.0002357554,0.0001022931,0.0003134645,0.0006808427,0.0002133532],"domain_scores_gemma":[0.9963278,0.0006849691,0.0001571365,0.0008678947,0.00112412,0.0008379617],"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":[0.0005785715,0.00022682,0.0003382454,0.001184818,0.00003227497,0.0002347749,0.00008452804,0.000206565,0.00292424,0.01068432,0.6295422,0.3539627],"study_design_scores_gemma":[0.00005174724,0.00005836137,0.0001780611,0.0001739712,0.00001257044,0.0001095279,0.00002935537,0.0001143502,0.0008099027,0.001993987,0.9964588,0.000009269782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.002001604,0.007252631,0.01969727,0.007639502,0.006972377,0.0004655801,0.03726301,0.01660155,0.9021064],"genre_scores_gemma":[0.01289545,0.003770448,0.005016511,0.001420056,0.0007704471,0.000340474,0.03949555,0.002967964,0.933323],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.8147138,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047363317981948,"score_gpt":0.2295264870794352,"score_spread":0.2190528538996158,"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."}}