{"id":"W3191048871","doi":"10.11606/d.18.2020.tde-01022021-174146","title":"Investigação do comportamento do solo em torno de vazamentos em sistemas de captação e distribuição de água","year":2020,"lang":"pt","type":"dissertation","venue":"","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Physics; Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000966222,0.0005555991,0.0008286436,0.0008300747,0.0009345062,0.002283404,0.0009046441,0.001227572,0.001960237],"category_scores_gemma":[0.001721483,0.0005139334,0.0009200756,0.0008057734,0.0009971105,0.001692169,0.0006799261,0.000703501,0.0004938109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249511,"about_ca_system_score_gemma":0.0007885018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002498497,"about_ca_topic_score_gemma":0.003471232,"domain_scores_codex":[0.9991684,0.0001030812,0.00004612303,0.0002315558,0.0003692201,0.00008168494],"domain_scores_gemma":[0.9986969,0.0005311317,0.0001480252,0.0001116903,0.000442078,0.00007035171],"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":[0.0003660013,0.00009593423,0.003262219,0.0006459213,0.00004691728,0.0001558824,0.000542991,0.008253171,0.9537396,0.0009624639,0.0002563612,0.03167243],"study_design_scores_gemma":[0.00003845808,0.001757058,0.01221986,0.0001161985,0.0001191216,0.0002035314,0.001045105,0.0488422,0.9190192,0.00115008,0.01540341,0.00008580009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348359,0.006889238,0.04986405,0.0004495024,0.0002353168,0.0001371571,0.0002615009,0.0005698609,0.006757439],"genre_scores_gemma":[0.9779424,0.00228148,0.01471694,0.00009342373,0.0000268899,0.00008487601,0.0001365613,0.00007717516,0.004640116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002498497,"threshold_uncertainty_score":0.009065866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716416029256828,"score_gpt":0.2467491003325511,"score_spread":0.2295849400399828,"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."}}