{"id":"W4229038342","doi":"10.1080/15502724.2022.2055428","title":"Window View Quality: Why It Matters and What We Should Do","year":2022,"lang":"en","type":"article","venue":"LEUKOS The Journal of the Illuminating Engineering Society of North America","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Weyerhauser (Canada); University of Toronto","funders":"","keywords":"Window (computing); Quality (philosophy); Business; Computer science; World Wide Web; Epistemology; Philosophy","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":[0.0009749093,0.0001385327,0.0002678896,0.00001840105,0.0003440625,0.00003461241,0.0005719233,0.00002131836,0.0001244773],"category_scores_gemma":[0.00003470578,0.00009030134,0.0002163179,0.0003579152,0.0002391494,0.0002821783,0.0004149066,0.0005868477,0.000001838515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990375,"about_ca_system_score_gemma":0.0000231894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003583771,"about_ca_topic_score_gemma":0.00004330106,"domain_scores_codex":[0.9984385,0.0001372363,0.0003978389,0.0001087505,0.0006757451,0.0002419231],"domain_scores_gemma":[0.9988181,0.0002668836,0.0005715296,0.000254098,0.00001540959,0.00007400715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005959879,0.0002044307,0.2287346,0.000551543,0.0003889021,0.000007174907,0.06832118,0.4066237,0.006020247,0.000009254195,0.1626204,0.1264591],"study_design_scores_gemma":[0.001523634,0.0009635664,0.3406333,0.0008558271,0.0003924975,0.0004906449,0.06526439,0.02190177,0.0003307145,0.00008279387,0.5665515,0.001009381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262406,0.002276165,0.001458505,0.0694751,0.0003118245,0.0001965819,0.000006647665,0.00001567449,0.00001896557],"genre_scores_gemma":[0.9786323,0.003444458,0.004011469,0.01357687,0.00009132097,0.000005852815,6.4536e-7,0.00003489995,0.0002022167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4039312,"threshold_uncertainty_score":0.3682382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843430149633237,"score_gpt":0.2434583619320118,"score_spread":0.2250240604356794,"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."}}