{"id":"W4381799974","doi":"10.5753/sbcars.2008","title":"Anais do II Simpósio Brasileiro de Componentes, Arquiteturas e Reutilização de Software (SBCARS 2008)","year":2008,"lang":"pt","type":"paratext","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universidade Federal do Rio Grande do Norte; Pontifícia Universidade Católica do Rio de Janeiro; Universidade Federal de Pernambuco; Universidade Federal de Juiz de Fora; Universidade Federal de Santa Catarina; University of Waterloo","keywords":"Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006974733,0.001935405,0.001983524,0.0006495825,0.001023622,0.0002140971,0.001562373,0.002161767,0.01135452],"category_scores_gemma":[0.0005896501,0.001855033,0.001038746,0.0008959058,0.0004817995,0.0003656995,0.0007924371,0.002042895,0.001986498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003242309,"about_ca_system_score_gemma":0.001142389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044875,"about_ca_topic_score_gemma":0.0003983919,"domain_scores_codex":[0.9922066,0.0004052456,0.001585647,0.001640897,0.0008900428,0.003271515],"domain_scores_gemma":[0.995017,0.0006866317,0.0003075302,0.002206371,0.0005355866,0.001246915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002556212,0.0005149496,0.1367863,0.002954774,0.0008386335,0.0009288344,0.004326202,0.01450927,0.0005038649,0.0001545513,0.8143464,0.02388065],"study_design_scores_gemma":[0.004563086,0.0008438724,0.1159547,0.001819723,0.0006490109,0.001142974,0.0032544,0.02517711,0.001921312,0.001004396,0.8361154,0.007554002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7259492,0.05405339,0.1370234,0.001020294,0.006633751,0.004246592,0.002327258,0.00324395,0.06550208],"genre_scores_gemma":[0.7871783,0.01034197,0.004232117,0.0005135472,0.0009814394,0.0001611635,0.0008318551,0.0006057527,0.1951539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1327913,"threshold_uncertainty_score":0.9993389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982910949621657,"score_gpt":0.2567529098786873,"score_spread":0.2369238003824707,"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."}}