{"id":"W4312667310","doi":"10.14393/rcg82415589","title":"UTILIZAÇÃO DO PERMEÂMETRO GUELPH E PENETRÔMETRO DE IMPACTO EM ESTUDOS DE USO E OCUPAÇÃO DOS SOLOS EM BACIAS HIDROGRÁFICAS","year":2007,"lang":"pt","type":"article","venue":"Caminhos de Geografia","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Physics; Humanities; Geography; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006770358,0.0005858447,0.0006283835,0.0006982909,0.0006038569,0.0008640412,0.0004314943,0.0009155802,0.001295521],"category_scores_gemma":[0.0008496835,0.0003769317,0.0005352153,0.001212401,0.0005290479,0.000754167,0.0006717991,0.0005121105,0.0002605725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005658843,"about_ca_system_score_gemma":0.0005897996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005549372,"about_ca_topic_score_gemma":0.01125375,"domain_scores_codex":[0.9991813,0.0001827094,0.00003456148,0.0002635441,0.0002645823,0.00007326895],"domain_scores_gemma":[0.9993581,0.0002669747,0.0001298859,0.00004873892,0.0001646393,0.00003168944],"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":[0.0003333087,0.0001089598,0.01455652,0.000594887,0.00003601411,0.0001241921,0.0007097165,0.0007087293,0.9629004,0.0002966915,0.00005188605,0.01957867],"study_design_scores_gemma":[0.00005625634,0.004481281,0.2038541,0.0001184142,0.0002233668,0.0007357407,0.002242413,0.005320922,0.7717483,0.0007309793,0.01039719,0.00009106172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786423,0.002108655,0.01311537,0.00008006259,0.00003454274,0.000244635,0.0003965219,0.00007498373,0.00530283],"genre_scores_gemma":[0.9751922,0.002062768,0.01828988,0.00007319624,0.000009947773,0.0002704471,0.000197137,0.00004487361,0.003859522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005549372,"threshold_uncertainty_score":0.01103413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655873774218474,"score_gpt":0.2665872127653008,"score_spread":0.2500284750231161,"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."}}