{"id":"W7027148967","doi":"","title":"Avaliação de objetivos de sustentabilidade: estudo de caso de duas instituições educacionais","year":2012,"lang":"pt","type":"dissertation","venue":"Lume (Universidade Federal do Rio Grande do Sul)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada; National Institute of Standards and Technology","keywords":"Context (archaeology); Process (computing); Order (exchange)","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001187682,0.001560148,0.001316588,0.00109292,0.001633588,0.001233421,0.001127666,0.001659511,0.001440724],"category_scores_gemma":[0.0002247026,0.001964159,0.0008803016,0.001021756,0.0001955116,0.001091984,0.000191918,0.002114558,0.0001721834],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007147826,"about_ca_system_score_gemma":0.002846679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006015769,"about_ca_topic_score_gemma":0.001007257,"domain_scores_codex":[0.9930486,0.0006172372,0.000793034,0.001191679,0.0008872272,0.003462239],"domain_scores_gemma":[0.9965581,0.0003291149,0.0004208761,0.0008662496,0.0003817958,0.001443911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004221895,0.004382989,0.4045225,0.01814723,0.007377861,0.007274193,0.2960373,0.05964481,0.07943608,0.03343954,0.03193041,0.05358512],"study_design_scores_gemma":[0.01754284,0.001032277,0.3735202,0.005298967,0.004774905,0.001990311,0.5002949,0.02608894,0.008180879,0.005634907,0.04531253,0.01032835],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668715,0.004432041,0.01490723,0.0004521318,0.002314825,0.001627669,0.0001079959,0.0006431068,0.008643467],"genre_scores_gemma":[0.9723945,0.001046646,0.002601133,0.0001606582,0.0006891321,0.0001431549,0.0006012709,0.0003701828,0.02199333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2042576,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108790281540463,"score_gpt":0.2516152956037215,"score_spread":0.2405273927883169,"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."}}