{"id":"W4242348413","doi":"10.24857/rgsa.v13i3.2336","title":"EDITORIAL","year":2020,"lang":"pt","type":"editorial","venue":"Revista de Gestão Social e Ambiental","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0027206,0.003057495,0.004241844,0.0004858375,0.002356159,0.003056293,0.003409882,0.00768197,0.001413062],"category_scores_gemma":[0.006918042,0.003926866,0.003225242,0.002441772,0.001495257,0.000722254,0.001867836,0.00945631,0.04202944],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009925297,"about_ca_system_score_gemma":0.007676047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006750961,"about_ca_topic_score_gemma":0.00004156712,"domain_scores_codex":[0.9791092,0.002645435,0.002828952,0.003585343,0.00796255,0.003868485],"domain_scores_gemma":[0.9913453,0.001204498,0.002838886,0.001221382,0.001346858,0.002043063],"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":[0.002158473,0.0007562868,0.0001497267,0.001202553,0.001010389,0.0003533036,0.004584939,0.000001323569,0.002967077,0.001002881,0.9851025,0.0007105357],"study_design_scores_gemma":[0.005102842,0.0007935713,0.000112071,0.0006353683,0.002154942,0.00002018127,0.001010542,0.00003197508,0.00005629864,0.00008125845,0.9866138,0.003387142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00111381,0.001310099,0.00002501638,0.0006768555,0.9746552,0.002192702,0.01684788,0.001115548,0.002062915],"genre_scores_gemma":[0.005967367,0.0002666682,0.00009705342,0.0002207742,0.9802088,0.0002269183,0.009143751,0.001831228,0.002037428],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04061637,"threshold_uncertainty_score":0.9994998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264408469457547,"score_gpt":0.2862333907954491,"score_spread":0.2735893061008736,"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."}}