{"id":"W4294175720","doi":"10.5753/sbes.2008.21335","title":"Uso de Gerência de Conhecimento para Apoiar a Rastreabilidade e a Avaliação de Impacto de Alterações","year":2008,"lang":"pt","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Philosophy","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":[0.00307368,0.0007796027,0.0007467107,0.001258418,0.0008253668,0.003192691,0.001476816,0.001446189,0.004654681],"category_scores_gemma":[0.02026995,0.0004862329,0.0005721369,0.001090015,0.001528835,0.003933578,0.001808495,0.0008643628,0.0006147148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136299,"about_ca_system_score_gemma":0.001576356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005143228,"about_ca_topic_score_gemma":0.005363388,"domain_scores_codex":[0.996196,0.0008878768,0.0001886399,0.0007971607,0.001690349,0.0002399389],"domain_scores_gemma":[0.9882208,0.005183996,0.001364048,0.0027217,0.002010232,0.0004992172],"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":[0.001618306,0.0009336456,0.04265767,0.001645282,0.0002632296,0.0007580069,0.008387979,0.04714448,0.1686574,0.03216151,0.003350904,0.6924217],"study_design_scores_gemma":[0.0004475199,0.00419655,0.2262018,0.000809615,0.001168745,0.001894023,0.009561113,0.3543049,0.2203183,0.09024978,0.09018698,0.0006606338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8139222,0.002730682,0.1506282,0.001213721,0.0001739352,0.0002751802,0.0002095823,0.003282456,0.02756399],"genre_scores_gemma":[0.9602673,0.0004276595,0.03592411,0.00008717555,0.00001956024,0.00005474391,0.00006950452,0.0001775851,0.002972441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005143228,"threshold_uncertainty_score":0.01625538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04723508797699636,"score_gpt":0.3171886744728873,"score_spread":0.2699535864958909,"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."}}