{"id":"W2408247118","doi":"10.1145/2851581.2856473","title":"Pervasive Play","year":2016,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Science Foundation","keywords":"Variety (cybernetics); Ubiquitous computing; Virtual reality; Computer science; Everyday life; Human–computer interaction; Augmented reality; Key (lock); Multimedia; Mobile device; World Wide Web; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006149128,0.00004889183,0.00004362112,0.00009053178,0.00004356406,0.0000198133,0.0004054667,0.00003911848,0.0002791033],"category_scores_gemma":[0.0000452335,0.00002783106,0.0000160384,0.000146562,0.00004004881,0.0005143355,0.0001214811,0.00004751436,0.00146228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004006357,"about_ca_system_score_gemma":0.00001408022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002944688,"about_ca_topic_score_gemma":0.000005279545,"domain_scores_codex":[0.9995569,0.00001147683,0.00007729002,0.0001674985,0.00007076096,0.0001160692],"domain_scores_gemma":[0.9995208,0.00005288991,0.00003175732,0.0002881786,0.0000948466,0.00001146268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[7.736645e-7,0.00000926946,0.0003629916,3.137358e-7,0.000005386458,0.000005386065,0.00008185257,4.538551e-8,0.04054872,0.9159454,0.006851749,0.03618814],"study_design_scores_gemma":[0.0005743815,0.0002024417,0.01215623,0.00003175619,0.000001764909,0.0001099136,0.00005334327,0.0004522601,0.8103734,0.08165256,0.09409098,0.0003009904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05124234,0.000002728837,0.8928381,0.008209514,0.0003531859,0.00004332621,2.65844e-7,0.0003712645,0.04693933],"genre_scores_gemma":[0.9755303,0.000001148976,0.01589622,0.0006400676,0.00002773546,0.000007846654,9.160397e-8,0.000002549599,0.007894052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.924288,"threshold_uncertainty_score":0.9993152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531268621835065,"score_gpt":0.2546468468136995,"score_spread":0.2393341605953488,"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."}}