{"id":"W7130346033","doi":"10.69894/20200115","title":"2019 Emerson User Exchange, Americas","year":2020,"lang":"en","type":"article","venue":"Oil IT Journal.","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workstation; Analytics; User interface; Data analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005679162,0.001395958,0.0007155232,0.001716982,0.001695518,0.005372971,0.0007954126,0.001548272,0.9012082],"category_scores_gemma":[0.001468052,0.0005287779,0.000536787,0.001722369,0.0005753258,0.002586525,0.002455351,0.001365078,0.8793598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009165861,"about_ca_system_score_gemma":0.001482068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006816462,"about_ca_topic_score_gemma":0.01487267,"domain_scores_codex":[0.9995845,0.00003663771,0.00002340503,0.0001061619,0.0001863527,0.00006297208],"domain_scores_gemma":[0.9991068,0.00007833436,0.00004058867,0.0001814545,0.0002997687,0.0002929243],"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":[0.00006327293,0.00005135122,0.0002682201,0.00006446632,0.000005339837,0.00008247419,0.00004210064,0.0000608759,0.0003958988,0.003364233,0.9188335,0.07676831],"study_design_scores_gemma":[0.00000536052,0.00001046158,0.0003821163,0.00003766337,0.000001639632,0.00003488997,0.00004372545,0.00007058993,0.0001152105,0.0002515554,0.9990433,0.00000357108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005049761,0.000509555,0.0004296186,0.0007821264,0.0007896652,0.00003027113,0.002907631,0.002214809,0.9918314],"genre_scores_gemma":[0.0009143478,0.0002440127,0.0001638707,0.000139796,0.0000567631,0.00001079209,0.001403534,0.000336831,0.9967301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9012082,"threshold_uncertainty_score":0.1409145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640292761818735,"score_gpt":0.2650886436950145,"score_spread":0.2386857160768271,"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."}}