{"id":"W7067717447","doi":"","title":"Not all \"green\" roofs are \"garden\" roofs","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00009600127,0.0001646715,0.0001582497,0.00008455606,0.00004502491,0.0000360663,0.0001612641,0.00008678927,0.000404244],"category_scores_gemma":[0.00002013283,0.000167985,0.0000519516,0.0001276518,0.00001633117,0.00007640184,0.0000352471,0.0001459315,0.0004600125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002645266,"about_ca_system_score_gemma":0.00004695888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001233331,"about_ca_topic_score_gemma":0.00002692838,"domain_scores_codex":[0.9990462,0.000008776418,0.0001682644,0.0001709271,0.000214917,0.0003909102],"domain_scores_gemma":[0.9995704,0.00001774227,0.00001876237,0.0002243532,0.00004353516,0.0001252135],"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":[0.0001955343,0.0005047547,0.003650489,0.001589197,0.001002152,0.004041986,0.01542218,0.4159962,0.1526376,0.02550163,0.2289803,0.150478],"study_design_scores_gemma":[0.007222854,0.0003006477,0.04460635,0.0004415929,0.00009435763,0.0002018737,0.003682207,0.01088699,0.2123749,0.06761497,0.6491253,0.003447934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3528819,0.001228858,0.06491247,0.004680267,0.001988641,0.001015789,0.00002660997,0.003375679,0.5698898],"genre_scores_gemma":[0.9915981,0.00003516325,0.00454244,0.0005341214,0.0001201203,0.000031559,0.000006626632,0.00004249475,0.003089372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6387162,"threshold_uncertainty_score":0.6850231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292069624639472,"score_gpt":0.2022828650361272,"score_spread":0.1893621687897324,"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."}}