{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02910482,0.001240623,0.001778037,0.002388856,0.005419505,0.004757947,0.003338262,0.002498745,0.262496],"category_scores_gemma":[0.06467991,0.001453884,0.0009553609,0.002182169,0.001653715,0.003686825,0.004804809,0.004160519,0.07897493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006699756,"about_ca_system_score_gemma":0.01089782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009860442,"about_ca_topic_score_gemma":0.01491194,"domain_scores_codex":[0.9842136,0.00602802,0.001989036,0.002664726,0.003285554,0.001819036],"domain_scores_gemma":[0.9590957,0.01122854,0.0009356589,0.006105529,0.01861009,0.004024344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004983732,0.004689871,0.008928093,0.006274753,0.00008256726,0.001495872,0.03327321,0.001034258,0.005999065,0.03338591,0.5658959,0.333957],"study_design_scores_gemma":[0.001606561,0.00249745,0.01531931,0.002260794,0.00004792001,0.000262844,0.01596193,0.000293347,0.001692103,0.00687919,0.953078,0.0001005726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.08634087,0.0035823,0.04160744,0.0114094,0.008175724,0.4103451,0.05945254,0.002293813,0.3767927],"genre_scores_gemma":[0.1419163,0.003886393,0.02930666,0.01053562,0.001222252,0.6518669,0.02029044,0.001086399,0.139889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.262496,"threshold_uncertainty_score":0.8781366,"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."}}