{"id":"W2232796458","doi":"10.1145/2817761.2817768","title":"Deployment Study Length","year":2015,"lang":"en","type":"article","venue":"GetMobile Mobile Computing and Communications","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Software deployment; Computer science; Human–computer interaction; Natural (archaeology); Software engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065919,0.0001652471,0.0002077175,0.00007500153,0.0004173535,0.0002625902,0.002238472,0.00004612005,0.00000274684],"category_scores_gemma":[0.0000655209,0.0001598733,0.00004425371,0.0003329559,0.0001256825,0.0002572201,0.002231582,0.0002573211,0.0000593314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000064837,"about_ca_system_score_gemma":0.00009101297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001275748,"about_ca_topic_score_gemma":0.00004425616,"domain_scores_codex":[0.9982917,0.0004553313,0.0003489291,0.0004097097,0.0002297196,0.000264658],"domain_scores_gemma":[0.9963324,0.0003300214,0.00009551937,0.002841257,0.000197789,0.0002030066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003624507,0.01123251,0.1068203,0.00005640102,0.0003416886,0.00001917966,0.1198626,0.01070197,0.000265897,0.05407875,0.009104053,0.6874804],"study_design_scores_gemma":[0.004110551,0.005040518,0.02380977,0.00013692,0.0001041974,0.000144187,0.02642255,0.773727,0.0005223398,0.01222973,0.1520554,0.001696909],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8142548,0.002480387,0.1767993,0.00108959,0.0003508473,0.001325963,0.0000026943,0.000808294,0.002888163],"genre_scores_gemma":[0.9747161,0.00003814669,0.02478645,0.0001504009,0.0000268116,0.000169177,0.000003024672,0.00001113086,0.00009875926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.763025,"threshold_uncertainty_score":0.6519444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0781386505046916,"score_gpt":0.3319639196039671,"score_spread":0.2538252690992755,"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."}}