{"id":"W4299545262","doi":"10.4322/cobramseg.2022.0591","title":"Utilização do Permeâmetro de Guelph na Determinação da Condutividade Hidráulica do Aterro Controlado de Pedro do Rio-RJ","year":2020,"lang":"pt","type":"article","venue":"Congresso Brasileiro de Mecânica dos Solos e Engenharia Geotécnica","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001939532,0.003018173,0.003790727,0.0005882237,0.001144293,0.002056943,0.004256925,0.003050057,0.008141102],"category_scores_gemma":[0.004915053,0.003242528,0.001685266,0.0014592,0.001047085,0.0008352814,0.001411419,0.004927894,0.001406846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444327,"about_ca_system_score_gemma":0.001824093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002101555,"about_ca_topic_score_gemma":0.00009384875,"domain_scores_codex":[0.9843168,0.002071989,0.003087945,0.003391055,0.001588426,0.005543747],"domain_scores_gemma":[0.9890842,0.002296436,0.0009821763,0.003056224,0.0005331429,0.004047809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008662312,0.00232447,0.08566456,0.008323333,0.0157899,0.01389872,0.08719201,0.0248338,0.5400814,0.01271066,0.07259187,0.127927],"study_design_scores_gemma":[0.02672811,0.002946172,0.04805137,0.002209482,0.006490529,0.002158214,0.005063965,0.7407186,0.04414234,0.001761058,0.1082016,0.01152855],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121886,0.03553774,0.02598961,0.004697755,0.004210998,0.004149903,0.002422547,0.00275277,0.008050005],"genre_scores_gemma":[0.989509,0.001564805,0.001836436,0.003116188,0.001816436,0.0005043257,0.0001821229,0.0007936714,0.0006770488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7158848,"threshold_uncertainty_score":0.9993707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177337543292828,"score_gpt":0.2764385204596237,"score_spread":0.2446651450266955,"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."}}