{"id":"W4394826277","doi":"10.4025/revtecnol.v31i0.58620","title":"Estudo da Dosagem de Argamassa camada única de Solo com Adição de Fibra de Poliéster","year":2024,"lang":"pt","type":"article","venue":"Revista Tecnológica","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":1,"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"],"consensus_categories":[],"category_scores_codex":[0.001024108,0.0006545847,0.0006830355,0.0002513675,0.0001861736,0.0007830695,0.0006036462,0.0007341518,0.0002881554],"category_scores_gemma":[0.0004874753,0.0006870118,0.0003966002,0.0008838717,0.0001022448,0.0001841641,0.000210204,0.001344867,0.0002304342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581874,"about_ca_system_score_gemma":0.0004755445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003807686,"about_ca_topic_score_gemma":0.00003248022,"domain_scores_codex":[0.996397,0.000198596,0.0007499208,0.0006867618,0.0003578067,0.001609868],"domain_scores_gemma":[0.9978814,0.0004377311,0.0000717949,0.0009316747,0.00005637295,0.0006210382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008134598,0.0003269601,0.004969988,0.01316261,0.0009588501,0.001232743,0.005066167,0.8437588,0.01734514,0.03181549,0.03693514,0.04434675],"study_design_scores_gemma":[0.0004583029,0.0001499881,0.005074501,0.00244908,0.0003620925,0.0002659251,0.0001469707,0.7909349,0.0005481199,0.0005269863,0.1980512,0.001031875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3253285,0.04643795,0.606575,0.00554036,0.0008604186,0.001428628,0.0003097737,0.00673874,0.006780643],"genre_scores_gemma":[0.9931992,0.001845914,0.002090023,0.0001993134,0.0003911225,0.00008048493,0.0000376428,0.0002434517,0.001912795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6678708,"threshold_uncertainty_score":0.9995581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304571488293882,"score_gpt":0.2461925272849022,"score_spread":0.2331468124019634,"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."}}