{"id":"W7120600291","doi":"","title":"Application of geoelectrical methods for stability analysis of earth dams","year":2019,"lang":"pt","type":"dissertation","venue":"UNESP Institutional Repository (São Paulo State University)","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stability (learning theory); Work (physics); Hydrology (agriculture); Field (mathematics); Principal component analysis","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"],"consensus_categories":[],"category_scores_codex":[0.0008493322,0.0004697558,0.001400297,0.001372243,0.0004874059,0.00002890738,0.0006459799,0.0004533426,0.0001161911],"category_scores_gemma":[0.0003210214,0.0004617827,0.001052349,0.004900167,0.000339972,0.0003163429,0.00003996713,0.0004551862,0.00001474883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006677394,"about_ca_system_score_gemma":0.001021862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438601,"about_ca_topic_score_gemma":0.0006609967,"domain_scores_codex":[0.9959067,0.0009226204,0.0009902049,0.001009966,0.0006576896,0.0005128177],"domain_scores_gemma":[0.9946874,0.002165632,0.001149289,0.0005704042,0.00115712,0.0002701594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01400721,0.002799239,0.1006031,0.003962968,0.01225134,0.00006325555,0.003827013,0.1738382,0.04674328,0.01674709,0.00002940165,0.6251279],"study_design_scores_gemma":[0.001481532,0.002029811,0.3881395,0.0001019719,0.007569355,0.000005898918,0.001352715,0.5310053,0.05500066,0.001279794,0.01089178,0.001141763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4881363,0.0003637054,0.5056587,0.00001718613,0.0007166995,0.001202266,0.001137588,0.00003391693,0.002733537],"genre_scores_gemma":[0.9713123,0.000084869,0.01793439,0.00001760059,0.00005410015,0.00000380602,0.003985364,0.00001163157,0.006595967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6239861,"threshold_uncertainty_score":0.9997834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163956788055469,"score_gpt":0.2743420201108262,"score_spread":0.2579463413052793,"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."}}