{"id":"W4412622033","doi":"10.59350/3h9c3-cma52","title":"Wrapping up another round of UX testing","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.04480106,0.002677037,0.002807026,0.00580693,0.005913619,0.0185242,0.003321418,0.00518474,0.1321951],"category_scores_gemma":[0.1592921,0.002220749,0.003312865,0.002576098,0.002794984,0.01858291,0.01187674,0.01236758,0.1077159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00279555,"about_ca_system_score_gemma":0.007435266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00293855,"about_ca_topic_score_gemma":0.005959913,"domain_scores_codex":[0.9470338,0.01489802,0.003283302,0.004258121,0.02622788,0.004298743],"domain_scores_gemma":[0.7506295,0.03095566,0.005663684,0.05534064,0.1213393,0.03607124],"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":[0.0003316266,0.0001570183,0.0006020234,0.0002859299,0.00006897879,0.0004827389,0.0008873331,0.0004367134,0.004610864,0.007094885,0.8751629,0.1098789],"study_design_scores_gemma":[0.00006538302,0.0002605117,0.000855323,0.0002734473,0.00003250633,0.0003421346,0.0006311859,0.0008322517,0.002631674,0.009131872,0.9847785,0.0001651363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.008856763,0.006423209,0.2693072,0.1307537,0.3752897,0.002106511,0.004018978,0.07491274,0.1283312],"genre_scores_gemma":[0.05399248,0.003501173,0.2441892,0.03580182,0.0710187,0.001368614,0.01091729,0.08400989,0.4952007],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1321951,"threshold_uncertainty_score":0.4422366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0591928454238549,"score_gpt":0.2664751698694477,"score_spread":0.2072823244455929,"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."}}