{"id":"W4389128218","doi":"10.29327/conemi23.690159","title":"REUTILIZAÇÃO DE AREIA DESCARTADA DE FUNDIÇÃO COMO AGREGADO MIÚDO EM CONCRETO: UMA REVISÃO","year":2023,"lang":"pt","type":"article","venue":"Anais do Congresso Internacional de Engenharia Mecânica e Industrial","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Computer science; 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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01144646,0.001014572,0.001431537,0.0006331507,0.002134736,0.001791827,0.005948017,0.0039932,0.01147642],"category_scores_gemma":[0.02144052,0.001120699,0.0009996655,0.001369246,0.001590947,0.001039674,0.002203912,0.006360283,0.002917016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002528882,"about_ca_system_score_gemma":0.005170478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004711002,"about_ca_topic_score_gemma":0.001621129,"domain_scores_codex":[0.9857315,0.004037519,0.001721453,0.001753425,0.002962449,0.00379362],"domain_scores_gemma":[0.9905005,0.00368025,0.00122654,0.001627134,0.0007558716,0.002209766],"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":[0.00165425,0.0001603345,0.04039522,0.0001147744,0.001822194,0.002283512,0.01943618,0.00007989702,0.0007618594,0.02810616,0.8851256,0.02006],"study_design_scores_gemma":[0.009410297,0.0009739469,0.007116326,0.004383554,0.0009199281,0.000193747,0.03730227,0.01012357,0.003042666,0.007393987,0.9162899,0.002849809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344426,0.003353108,0.0003873881,0.02342161,0.01417622,0.002516564,0.001728744,0.0007830089,0.01919078],"genre_scores_gemma":[0.9553497,0.00594499,0.00009933078,0.0009029756,0.007258927,0.000173879,0.0001645482,0.0001536244,0.02995203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03327889,"threshold_uncertainty_score":0.9994303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1929443534229836,"score_gpt":0.4060432523126591,"score_spread":0.2130988988896755,"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."}}