{"id":"W7009108201","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 III","year":2016,"lang":"en","type":"other","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"User interface; Work (physics); Field (mathematics); 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":[0.01424961,0.001390849,0.001138971,0.001338574,0.001734616,0.007440442,0.00123863,0.001624992,0.01449464],"category_scores_gemma":[0.01157647,0.0009123998,0.0005412922,0.00142026,0.002759623,0.003309852,0.003665631,0.002105588,0.004186254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931014,"about_ca_system_score_gemma":0.00298949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008030961,"about_ca_topic_score_gemma":0.01661993,"domain_scores_codex":[0.9938169,0.00348062,0.0003725866,0.00070439,0.001235528,0.0003899044],"domain_scores_gemma":[0.9893388,0.00350295,0.0003185897,0.0008714886,0.004306309,0.001661878],"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":[0.0009191225,0.0009340517,0.0126983,0.002689262,0.0001079175,0.0002227011,0.03458276,0.0005293219,0.02502401,0.005638607,0.2761447,0.6405093],"study_design_scores_gemma":[0.0002216753,0.002605967,0.07483243,0.003052571,0.000285827,0.001580474,0.0234044,0.003313515,0.01453105,0.007836817,0.8681129,0.0002222729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3061092,0.1817477,0.3052853,0.03888238,0.0107197,0.002947247,0.00329152,0.01195997,0.139057],"genre_scores_gemma":[0.5391985,0.04453121,0.1185919,0.003492566,0.001553006,0.003701387,0.005509669,0.005112531,0.2783093],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01449464,"threshold_uncertainty_score":0.07536006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233506069991488,"score_gpt":0.2912731952430411,"score_spread":0.2589381345431262,"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."}}