{"id":"W2516900183","doi":"10.1145/2949550.2952770","title":"Orion","year":2016,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Computer science; Supercomputer; Tracking (education); Resource (disambiguation); Process (computing); World Wide Web; Library science; Operating system; Sociology; Computer network","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212267,0.0009768207,0.0004878499,0.001709697,0.002087323,0.004669609,0.002841608,0.001608898,0.1426011],"category_scores_gemma":[0.005999386,0.000471675,0.0007208412,0.002146483,0.0009460972,0.003355988,0.003816355,0.001742624,0.09341419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473715,"about_ca_system_score_gemma":0.00315159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300557,"about_ca_topic_score_gemma":0.01916267,"domain_scores_codex":[0.9972579,0.0004225082,0.000115307,0.0006012672,0.001122888,0.0004801094],"domain_scores_gemma":[0.9966636,0.0007160414,0.0002008123,0.0008387527,0.001064638,0.0005161365],"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":[0.0007245608,0.0004119291,0.007955554,0.0004141717,0.00003180305,0.001769373,0.001505731,0.002059437,0.003982049,0.04754512,0.6986049,0.2349953],"study_design_scores_gemma":[0.00001722386,0.00004791355,0.001272579,0.00005047131,0.000008409061,0.0003452272,0.0002260037,0.0015461,0.0009472987,0.002359548,0.9931537,0.000025449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.02972106,0.001207017,0.03943981,0.006784951,0.001789305,0.0007222057,0.01440834,0.04060921,0.8653182],"genre_scores_gemma":[0.1482092,0.001821586,0.08355145,0.005772792,0.0004683017,0.0008744323,0.0447878,0.01483034,0.699684],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1426011,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2277300291352292,"score_gpt":0.4186423270474713,"score_spread":0.190912297912242,"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."}}