{"id":"W7113218287","doi":"","title":"HCI in Business, Government and Organizations: Interacting with Information Systems: 4th International Conference, HCIBGO 2017, Vancouver, Canada, July 9-14: Proceedings, Part I","year":2017,"lang":"en","type":"other","venue":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Information system; Work (physics); Public policy","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":[0.006791459,0.001645766,0.001178867,0.00379559,0.003817405,0.01817433,0.001551482,0.00427306,0.06457741],"category_scores_gemma":[0.004564315,0.0008200856,0.0005332413,0.005773137,0.005870434,0.007342267,0.00660619,0.003474765,0.02084674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004393043,"about_ca_system_score_gemma":0.01425849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0596169,"about_ca_topic_score_gemma":0.1344007,"domain_scores_codex":[0.9969054,0.00107987,0.0001301589,0.0003315287,0.001207151,0.0003459528],"domain_scores_gemma":[0.9938009,0.002183125,0.0001084876,0.0004857597,0.001824564,0.001597122],"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":[0.0000882989,0.0001454565,0.002087334,0.001301814,0.00003271322,0.0001363194,0.008560105,0.0001970323,0.002256566,0.01171174,0.6226817,0.3508009],"study_design_scores_gemma":[0.00002106941,0.00004159044,0.004879142,0.00127219,0.00003262712,0.0002534828,0.008577137,0.0004759653,0.00111661,0.007705202,0.975588,0.00003701431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02381028,0.2432272,0.05602781,0.06517638,0.01898103,0.0007772844,0.002814841,0.01157234,0.5776129],"genre_scores_gemma":[0.07438293,0.1122339,0.03167478,0.006098873,0.004525115,0.0006457116,0.005763063,0.004129616,0.760546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06457741,"threshold_uncertainty_score":0.2160329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009294830626580923,"score_gpt":0.1851791094041361,"score_spread":0.1758842787775552,"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."}}