{"id":"W3041586772","doi":"10.3390/buildings10070126","title":"Flammability Characteristics of Green Roofs","year":2020,"lang":"en","type":"article","venue":"Buildings","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; FPInnovations; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cone calorimeter; Flammability; Roof; Green roof; Environmental science; Fire performance; Asphalt; Waste management; Materials science; Environmental engineering; Composite material; Engineering; Coal; Civil engineering","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":[0.00008628393,0.0000657297,0.0001375719,0.00001804364,0.00001431382,0.000008376914,0.000146644,0.00004116141,0.0001001588],"category_scores_gemma":[0.00005286803,0.00006713988,0.00004380214,0.0001242163,0.00002751262,0.00003723492,0.00004652827,0.0001140619,0.00002074017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001777885,"about_ca_system_score_gemma":0.000008794661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003352501,"about_ca_topic_score_gemma":0.000002714904,"domain_scores_codex":[0.9994774,0.000006090336,0.0001607393,0.00009399066,0.0001230304,0.0001387366],"domain_scores_gemma":[0.9997307,0.00002470743,0.0000151193,0.0001132461,0.00003698535,0.00007923575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001777327,0.00009659299,0.1410764,0.003376229,0.0002266579,0.00003895446,0.004336578,0.004980351,0.3170671,0.01250322,0.003590533,0.5125297],"study_design_scores_gemma":[0.00047137,0.0001414083,0.1809523,0.00004154112,0.00001549128,0.00000338801,0.00004168814,0.762421,0.006026432,0.0007406159,0.04875759,0.0003871252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939272,0.00003784847,0.003573021,0.0006234798,0.0000542462,0.00007492778,0.00003217361,0.0001013291,0.001575774],"genre_scores_gemma":[0.9991667,0.00002764122,0.0006232066,0.00003327436,0.00006911404,0.000002424845,0.000006794748,0.00001619134,0.00005465989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7574407,"threshold_uncertainty_score":0.2737885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182283111696245,"score_gpt":0.2089886571957898,"score_spread":0.1971658260788273,"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."}}