{"id":"W7046759058","doi":"","title":"Design, user experience, and usability: 5th international conference, DUXU 2016, held as part of HCI international 2016, Toronto, Canada, July 17-22, 2016, proceedings, part I","year":2016,"lang":"en","type":"other","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"User interface; Work (physics); Field (mathematics); Focus (optics); Government (linguistics)","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":[0.02037087,0.001289811,0.001052896,0.001250595,0.002069345,0.007577775,0.001115136,0.00153019,0.01093752],"category_scores_gemma":[0.01969034,0.0008372795,0.0006339021,0.001318488,0.002453904,0.003471565,0.004621553,0.001998704,0.00315352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001923175,"about_ca_system_score_gemma":0.002723975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006022503,"about_ca_topic_score_gemma":0.01326477,"domain_scores_codex":[0.9920732,0.004957608,0.0004812613,0.0007900506,0.001237918,0.000460014],"domain_scores_gemma":[0.9837912,0.006880172,0.0004347053,0.00115714,0.005485459,0.00225122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001122968,0.001256934,0.02549684,0.003143991,0.0001522585,0.0002750302,0.09434884,0.0004879043,0.01946308,0.004391248,0.2290742,0.6207867],"study_design_scores_gemma":[0.0003156943,0.004057867,0.1441602,0.004362977,0.0003898279,0.00185147,0.06412816,0.003592835,0.01118216,0.008423864,0.7571378,0.0003971429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5424854,0.09718588,0.2002031,0.03552439,0.006378405,0.003410917,0.003748207,0.01193614,0.09912758],"genre_scores_gemma":[0.7683505,0.02094124,0.0885307,0.003457514,0.000798228,0.005046274,0.004099162,0.003716869,0.1050595],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9939775,"threshold_uncertainty_score":0.1077328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323044665139663,"score_gpt":0.2808068004786976,"score_spread":0.257576353827301,"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."}}