{"id":"W2887451200","doi":"10.5102/pic.n2.2016.5496","title":"BRICKERADOBE: PROPOSTA METODOLÓGICA PARA APLICAÇÃO EM ÁREAS RURAIS E INDÍGENAS","year":2018,"lang":"pt","type":"article","venue":"Programa de Iniciação Científica - PIC/UniCEUB - Relatórios de Pesquisa","topic":"Soil Management and Crop Yield","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Physics; Humanities; Art","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","insufficient_payload"],"category_scores_codex":[0.003170618,0.00156294,0.001441635,0.0003076344,0.002157705,0.003036853,0.003569937,0.001711119,0.004923621],"category_scores_gemma":[0.001401415,0.0009518738,0.001229517,0.004374781,0.001232339,0.0007928042,0.001826599,0.002023696,0.003076621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000585044,"about_ca_system_score_gemma":0.0002728441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005996993,"about_ca_topic_score_gemma":0.0009514292,"domain_scores_codex":[0.9883285,0.00116382,0.002009799,0.002682147,0.001797642,0.004018163],"domain_scores_gemma":[0.9942106,0.0008693439,0.001213493,0.001300509,0.0008387928,0.001567257],"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":[0.001841408,0.006995901,0.1123643,0.0004611272,0.001714481,0.0005145294,0.01858109,0.0000120509,0.008678637,0.01399599,0.06466847,0.770172],"study_design_scores_gemma":[0.002546562,0.006698193,0.1617079,0.0007016609,0.00133544,0.0002435687,0.01506228,0.005005007,0.001206246,0.003523406,0.7984307,0.003539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608193,0.003404538,0.0001745631,0.01168761,0.001485678,0.003332477,0.0001331663,0.001131699,0.01783099],"genre_scores_gemma":[0.9797857,0.0006298149,0.001046802,0.004286163,0.002780614,0.0004195434,0.000206399,0.00006367235,0.01078127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.766633,"threshold_uncertainty_score":0.9997119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183043706118929,"score_gpt":0.292468419721144,"score_spread":0.2506379826599547,"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."}}