{"id":"W4388960418","doi":"","title":"Software System in Hyperloop Pod","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Point of delivery; Software; Computer science; Operating system; Biology; Horticulture","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008727611,0.0002926163,0.0007565947,0.0007200316,0.000119589,0.0008803903,0.001501174,0.0001426399,0.002929364],"category_scores_gemma":[0.0001216386,0.0002745714,0.0001415753,0.0008583036,0.00005791737,0.001621478,0.0002091018,0.0002689042,0.0001526041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972558,"about_ca_system_score_gemma":0.00005970825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000674254,"about_ca_topic_score_gemma":0.00008236368,"domain_scores_codex":[0.9976898,0.0001609058,0.0009583732,0.0002950178,0.0004958889,0.0004000124],"domain_scores_gemma":[0.9986305,0.0001644316,0.0002820425,0.0004735413,0.0002344392,0.0002150828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003020267,0.000227593,0.7158014,0.001027902,0.0006135253,0.0001537324,0.0008519032,0.02657548,0.09786328,0.0004728737,0.05423722,0.1018731],"study_design_scores_gemma":[0.002492685,0.00002120344,0.9172277,0.002029769,0.00008143657,0.00006349619,0.0003373273,0.03600389,0.008324626,0.0006167337,0.03173222,0.001068846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253305,0.01145815,0.003945246,0.00003453961,0.002301191,0.0009545995,0.00004262109,0.0004345997,0.05549857],"genre_scores_gemma":[0.9985301,0.0004121792,0.0001440865,0.00005582435,0.000422351,0.00003920787,0.000006254466,0.00007448807,0.0003154549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2014264,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402273457305725,"score_gpt":0.4843067628440008,"score_spread":0.3440794171134283,"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."}}