{"id":"W4238853679","doi":"10.17771/pucrio.acad.18555","title":"ANÁLISE DO CICLO DE VIDA DO ETANOL BRASILEIRO VISANDO À CERTIFICAÇÃO AMBIENTAL","year":2011,"lang":"pt","type":"dissertation","venue":"","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"Pontifícia Universidade Católica do Rio de Janeiro","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002295474,0.000363089,0.0002992855,0.003702444,0.001087194,0.002157031,0.0004857148,0.0004157921,0.004169549],"category_scores_gemma":[0.003397928,0.0001670121,0.0004840594,0.004898797,0.0006854636,0.0007270267,0.0007907312,0.0004872757,0.000853144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003643346,"about_ca_system_score_gemma":0.002876637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2626866,"about_ca_topic_score_gemma":0.389945,"domain_scores_codex":[0.9977527,0.0002155267,0.0001181469,0.0004231216,0.0013234,0.0001672104],"domain_scores_gemma":[0.996321,0.0004665753,0.0005018909,0.0002263043,0.002361675,0.0001225809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002786589,0.0001284915,0.5967756,0.001739552,0.0001998971,0.0007279142,0.0129147,0.0009444079,0.02478712,0.006045865,0.01279522,0.3426627],"study_design_scores_gemma":[0.000005955648,0.0001810378,0.7704336,0.0005317641,0.0001342512,0.0003207883,0.01453024,0.001056451,0.01052658,0.0006693287,0.2015575,0.00005245143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8341189,0.007639547,0.008111517,0.001468601,0.0001628338,0.0004143722,0.009972085,0.000211426,0.1379007],"genre_scores_gemma":[0.9408898,0.004827398,0.007885621,0.0002499383,0.00002616187,0.0001410721,0.004861648,0.00007102214,0.04104738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2626866,"threshold_uncertainty_score":0.5223151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04387056877342035,"score_gpt":0.2578845708869523,"score_spread":0.2140140021135319,"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."}}