{"id":"W4293115006","doi":"10.5593/sgem2021v/6.2/s27.27","title":"POTENTIAL BENEFITS OF RETROFITTING GREEN ROOFS IN YUZHEN QUARTER, PLOVDIV, BULGARIA","year":2021,"lang":"en","type":"article","venue":"International Multidisciplinary Scientific GeoConference SGEM ...","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Retrofitting; Quarter (Canadian coin); Environmental science; Architectural engineering; Engineering; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005330729,0.0004566103,0.0003435848,0.0007448228,0.001846964,0.001808891,0.001339763,0.0008784073,0.005582633],"category_scores_gemma":[0.0006427857,0.000219984,0.000559077,0.0008879873,0.001232058,0.0004616963,0.001609484,0.0004737811,0.0005920561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002611866,"about_ca_system_score_gemma":0.003470364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06064249,"about_ca_topic_score_gemma":0.1509609,"domain_scores_codex":[0.999427,0.000139733,0.00001706304,0.00007964098,0.0000835449,0.0002531164],"domain_scores_gemma":[0.9997031,0.00003653476,0.00004303516,0.00003596257,0.00009417672,0.00008724854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005469631,0.001758131,0.392272,0.001594154,0.000643951,0.01224515,0.01133778,0.05614281,0.06739833,0.01179051,0.01107078,0.4282768],"study_design_scores_gemma":[0.00006722907,0.002147641,0.9028391,0.0004167369,0.0003230552,0.0009968734,0.04080986,0.008551271,0.00570384,0.002084643,0.03598516,0.00007463912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991618,0.0005336671,0.0006602711,0.0003367564,0.00005093921,0.00003863424,0.0003251005,0.00006097504,0.006375678],"genre_scores_gemma":[0.9963953,0.0001414735,0.0006739256,0.00003046035,0.000004751726,0.000008809972,0.0001722088,0.0000147777,0.002558287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06064249,"threshold_uncertainty_score":0.120579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515793799257059,"score_gpt":0.2364319603927323,"score_spread":0.2112740224001617,"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."}}