{"id":"W2539336434","doi":"10.1145/3009808.3009812","title":"CONTROLLED STUDIES OUTSIDE OF THE LAB","year":2016,"lang":"en","type":"article","venue":"GetMobile Mobile Computing and Communications","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Control (management); Human–computer interaction; Mobile device; Test (biology); Simulation; Applied psychology; Multimedia; Psychology; World Wide Web; Artificial intelligence","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":[0.03350227,0.002396432,0.00198384,0.001184937,0.003839666,0.00297868,0.002447207,0.003478771,0.0235571],"category_scores_gemma":[0.05933846,0.001404854,0.001296269,0.001094932,0.00448525,0.002355361,0.00170108,0.004543378,0.002747976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582842,"about_ca_system_score_gemma":0.004682482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365892,"about_ca_topic_score_gemma":0.002119384,"domain_scores_codex":[0.9551244,0.03018333,0.003416677,0.006336642,0.00327864,0.001660357],"domain_scores_gemma":[0.9003088,0.05749038,0.007175718,0.01654964,0.01455571,0.003919644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1713139,0.1927633,0.01873398,0.03189622,0.003086765,0.002753478,0.02972972,0.004456856,0.1188422,0.03150378,0.05329066,0.3416291],"study_design_scores_gemma":[0.07474434,0.4394231,0.0277885,0.005863711,0.00211937,0.001086541,0.009053697,0.002614298,0.05249657,0.01900512,0.3652888,0.0005158961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3730272,0.01203017,0.1622617,0.003417518,0.009204131,0.3670338,0.004342155,0.001261827,0.06742139],"genre_scores_gemma":[0.4187585,0.003744978,0.1166114,0.004399401,0.003731409,0.433072,0.001695003,0.0003298223,0.01765741],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03350227,"threshold_uncertainty_score":0.177179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658969245653172,"score_gpt":0.3206996002134939,"score_spread":0.2741099077569621,"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."}}