{"id":"W125577845","doi":"10.46534/jliv.2014.01.02.001","title":"Aesthetics for Green Roofs and Green Walls","year":2014,"lang":"en","type":"article","venue":"Journal of Living Architecture","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Manitoba","keywords":"Green roof; Greening; Roof; Aesthetics; Context (archaeology); Architectural engineering; Urban greening; Civil engineering; Engineering; Art; Geography; Ecology; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006452985,0.0001073527,0.0001990359,0.00005458342,0.0001270627,0.00001937548,0.0001929019,0.00005042226,0.00009231732],"category_scores_gemma":[0.0001309678,0.00007860983,0.00007947969,0.00006709548,0.0000809203,0.00007210568,0.00008411847,0.0002511155,0.00001041325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003893707,"about_ca_system_score_gemma":0.00001258126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003371016,"about_ca_topic_score_gemma":0.001524955,"domain_scores_codex":[0.9991247,0.00006301254,0.0002307393,0.0001204313,0.0002337514,0.0002273765],"domain_scores_gemma":[0.999147,0.0003108734,0.0002210089,0.0001297604,0.000014006,0.000177363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005934016,0.00007005499,0.7680988,0.00007737796,0.00002567125,0.000007003594,0.005059879,0.001754491,0.0014113,0.00006907681,0.005390267,0.2179767],"study_design_scores_gemma":[0.0009938558,0.003198663,0.673698,0.0007171314,0.0001372742,0.001104323,0.0001928652,0.0051001,0.0001273775,0.02372564,0.2903629,0.0006418513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605563,0.0002049203,0.02840463,0.009405532,0.0001346758,0.0001763316,0.000004416912,0.00001558233,0.001097657],"genre_scores_gemma":[0.9861894,0.00002242512,0.01090739,0.001009421,0.0003540754,0.000001320478,1.716331e-7,0.00001919668,0.001496608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2849726,"threshold_uncertainty_score":0.3205616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00945899628586354,"score_gpt":0.2329299177963285,"score_spread":0.223470921510465,"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."}}