{"id":"W2078726048","doi":"10.1145/2702123.2702506","title":"Mapping out Work in a Mixed Reality Project Room","year":2015,"lang":"en","type":"article","venue":"","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Steelcase; National Science Foundation","keywords":"Situated; Task (project management); Human–computer interaction; Mixed reality; Computer science; Virtual reality; Cognition; Space (punctuation); Work (physics); Affect (linguistics); Interface (matter); Physical space; Cognitive map; Virtual space; Task analysis; Psychology; Artificial intelligence; Geography; Engineering; Communication","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001617156,0.00004685524,0.00005906139,0.00006260416,0.000006497785,0.00001294281,0.00002869699,0.00003610447,0.00002182455],"category_scores_gemma":[0.00003989779,0.00004527522,0.00001270588,0.00021731,0.000003151783,0.00006050176,0.000007248079,0.00006303962,0.00008795246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005264725,"about_ca_system_score_gemma":0.00001209311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001509705,"about_ca_topic_score_gemma":0.0004453184,"domain_scores_codex":[0.9996569,0.00001832503,0.0001061295,0.00006053221,0.00007220067,0.00008593634],"domain_scores_gemma":[0.9998649,0.00001191464,0.00000731951,0.00006185589,0.00002299763,0.00003095121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003852088,0.000360098,0.10656,0.0004429024,0.000140226,0.0000816564,0.048615,0.02485788,0.008343692,0.001855211,0.3534956,0.4548625],"study_design_scores_gemma":[0.009488351,0.0001885135,0.4397466,0.0008805472,0.00002800319,0.00001229347,0.01230001,0.2855731,0.03450067,0.008504629,0.2063992,0.002378119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8156034,0.00006895719,0.04150694,0.0002541089,0.000640269,0.0003726151,0.00000318999,0.0007699619,0.1407806],"genre_scores_gemma":[0.9987569,0.000002453428,0.0009011682,0.00003729155,0.00004501809,0.00001670743,0.0000180083,0.000007009076,0.000215444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4524844,"threshold_uncertainty_score":0.184627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09463306132877763,"score_gpt":0.2882375995683913,"score_spread":0.1936045382396137,"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."}}