{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005042382,0.00120739,0.0009120589,0.004082729,0.001497122,0.0007275572,0.002026186,0.0004065414,0.0002537985],"category_scores_gemma":[0.00009463508,0.001451457,0.0001046886,0.002818563,0.0007974062,0.003418853,0.00229823,0.0007505271,0.0001938009],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008336105,"about_ca_system_score_gemma":0.00111461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02071979,"about_ca_topic_score_gemma":0.3121025,"domain_scores_codex":[0.9950189,0.000122568,0.0006403624,0.001430575,0.001861284,0.0009262992],"domain_scores_gemma":[0.9956347,0.00004521562,0.001959484,0.0008048227,0.001208544,0.0003471842],"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":[0.0004177768,0.0004048721,0.001429431,0.00200839,0.001706595,0.001850313,0.0003088494,0.0008614017,0.000001021977,0.2244696,0.7650116,0.001530139],"study_design_scores_gemma":[0.004432767,0.00004739769,0.000870467,0.007225509,0.0009004073,0.00002904202,0.009361675,0.001034784,0.000001439667,0.00001758455,0.9746182,0.001460729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001591209,0.0001246887,0.002098929,0.0001907385,0.004062855,0.002373363,0.001221365,0.0004678073,0.9893011],"genre_scores_gemma":[0.02729009,0.002123515,0.001662869,0.00005917085,0.0003156771,0.000007683707,0.002142129,0.0002816358,0.9661172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2913827,"threshold_uncertainty_score":0.9998028,"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."}}