{"id":"W4256130892","doi":"10.1007/978-94-6209-221-1_7","title":"Built Environments","year":2013,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Desk; Window (computing); Architectural engineering; Field (mathematics); Visual arts; Engineering; Computer science; Art; World Wide Web; Mechanical 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":[0.0001543126,0.0005632924,0.0002091944,0.0006979404,0.001464164,0.00359865,0.0006121986,0.0007511657,0.08062323],"category_scores_gemma":[0.0004393175,0.0002147995,0.000248882,0.0009886525,0.0007991773,0.001661108,0.002806943,0.0009968266,0.02661326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009319294,"about_ca_system_score_gemma":0.001094951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004423365,"about_ca_topic_score_gemma":0.01882893,"domain_scores_codex":[0.9997706,0.00003910366,0.000009685907,0.00002871611,0.0001157917,0.00003612578],"domain_scores_gemma":[0.9998825,0.00002309062,0.000007145124,0.00002409737,0.00003221716,0.00003103185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001768364,0.00006095881,0.0005286749,0.0004158416,0.000007779968,0.0003735109,0.003900378,0.0004325188,0.0008275204,0.2292088,0.4111747,0.3530515],"study_design_scores_gemma":[7.858208e-7,0.000004494664,0.0002888968,0.0001193082,0.000001256069,0.0001520238,0.0003248999,0.00002109539,0.00007202115,0.005436546,0.9935755,0.000003197341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00129069,0.005676621,0.00248302,0.0009730196,0.0004631614,0.00002932473,0.0003366333,0.00033092,0.9884166],"genre_scores_gemma":[0.02452029,0.009574938,0.004741966,0.0007691844,0.0001284811,0.00004937617,0.0005894145,0.0002490623,0.9593773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08062323,"threshold_uncertainty_score":0.2697116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358888028519498,"score_gpt":0.2826437671728456,"score_spread":0.2490548868876507,"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."}}