{"id":"W2419658416","doi":"10.1145/2901790.2901864","title":"Doing While Thinking","year":2016,"lang":"en","type":"article","venue":"","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Immersion (mathematics); Virtual reality; Cognition; Human–computer interaction; Mixed reality; Computer science; Psychology; Multimedia; Game play; Cognitive psychology; Mathematics","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":[0.0001277012,0.00003382184,0.00003444109,0.00002364578,0.00006929393,0.00008213236,0.0003966904,0.00001476118,0.00006033312],"category_scores_gemma":[0.00002053551,0.00001828387,0.00001600674,0.0001167644,0.00001005405,0.000420041,0.0001197804,0.00001589355,0.0003489621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001776331,"about_ca_system_score_gemma":0.00002112206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001752508,"about_ca_topic_score_gemma":0.000004731447,"domain_scores_codex":[0.999593,0.00000827989,0.00006287828,0.0001202092,0.0001010397,0.0001146502],"domain_scores_gemma":[0.9995208,0.00006814463,0.00001714458,0.0003230211,0.0000202333,0.00005066505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[1.072441e-7,0.000005465111,0.00002106155,3.365825e-7,9.639983e-7,2.074675e-7,0.00007775542,5.517115e-7,0.003425073,0.7744985,0.001379294,0.2205907],"study_design_scores_gemma":[0.0003176578,0.00008294306,0.005666617,0.0000696667,0.000002137679,0.00001933677,0.00004819865,0.002160802,0.02495594,0.1294944,0.8368718,0.0003105511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001118509,0.000006053979,0.86476,0.005397318,0.00003328734,0.00002771071,2.983369e-7,0.0001346273,0.1285221],"genre_scores_gemma":[0.9029966,0.000007232004,0.09506804,0.0005685971,0.00002460318,0.000003886296,6.513579e-8,0.000001889465,0.001329082],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9018781,"threshold_uncertainty_score":0.4485318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431137590488955,"score_gpt":0.2611766672958771,"score_spread":0.2368652913909876,"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."}}