{"id":"W4231197222","doi":"10.17771/pucrio.acad.34829","title":"DETERMINAÇÃO DE PROPRIEDADES HIDRÁULICAS DE SOLOS RESIDUAIS DO RIO DE JANEIRO","year":2013,"lang":"pt","type":"dissertation","venue":"","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infiltration (HVAC); Soil water; Lithology; Hydrology (agriculture); Geology; Geotechnical engineering; Geomorphology; Soil science; Environmental science; Geography; Geochemistry; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002848713,0.0003999113,0.0002496842,0.0009291937,0.000456309,0.001030718,0.0004974192,0.0003796411,0.0006179641],"category_scores_gemma":[0.0004163381,0.0002419662,0.0004538958,0.000851798,0.0004058904,0.0002691505,0.0002639116,0.0001949562,0.0002385206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006094408,"about_ca_system_score_gemma":0.0004428331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02426237,"about_ca_topic_score_gemma":0.05940105,"domain_scores_codex":[0.9996854,0.00002854672,0.00002130971,0.00008703533,0.0001378591,0.00003985566],"domain_scores_gemma":[0.9997333,0.0000340692,0.00007319004,0.00001740028,0.0001241683,0.00001786281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002734056,0.00008389682,0.1589568,0.0006389717,0.0002417117,0.0005027198,0.001434027,0.001517792,0.8133189,0.0004807983,0.0002546616,0.02229629],"study_design_scores_gemma":[0.00001327632,0.0009932906,0.6934002,0.00008972827,0.0002767708,0.0004817591,0.002789736,0.002812421,0.2774974,0.0001608561,0.02143024,0.00005424827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943777,0.0009753058,0.0006961006,0.00002156563,0.00001058306,0.00004011748,0.0003995051,0.00001919368,0.003459866],"genre_scores_gemma":[0.9947073,0.0008647809,0.00135962,0.00002250817,0.000003808882,0.00003128725,0.0005307625,0.00000871762,0.002471121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02426237,"threshold_uncertainty_score":0.04824227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255892547145451,"score_gpt":0.2481159154289509,"score_spread":0.2355569899574964,"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."}}