{"id":"W7070643655","doi":"","title":"Previsão por conjuntos de longo prazo de umidade do solo na bacia do rio Ijuí","year":2015,"lang":"pt","type":"dissertation","venue":"Lume (Universidade Federal do Rio Grande do Sul)","topic":"Environmental and biological studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Space Agency","keywords":"Moisture; Water content; Humidity; Relative humidity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004812405,0.0004882033,0.0008174171,0.0006245313,0.0006795407,0.001509062,0.0006491288,0.0005529581,0.002969091],"category_scores_gemma":[0.001118674,0.0004956217,0.0009145095,0.0009124242,0.000629421,0.0006151859,0.0007627793,0.0009757929,0.0005457384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277516,"about_ca_system_score_gemma":0.00114025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357395,"about_ca_topic_score_gemma":0.05033506,"domain_scores_codex":[0.9994079,0.00006182839,0.00002121963,0.0002113064,0.0002052835,0.00009251396],"domain_scores_gemma":[0.9992204,0.0001813037,0.0001780042,0.0000786622,0.000262581,0.00007912235],"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":[0.001091749,0.0003020067,0.1316591,0.001355515,0.0002414379,0.0004776933,0.0022569,0.009182434,0.8009788,0.001522913,0.0008423965,0.05008913],"study_design_scores_gemma":[0.0000667751,0.003573548,0.6496232,0.000280396,0.0006794575,0.0004281412,0.00512711,0.02323418,0.2796513,0.001899124,0.03516966,0.0002671208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980002,0.001193058,0.007089659,0.0001512181,0.00005496368,0.0001275834,0.001227374,0.0002016296,0.009952444],"genre_scores_gemma":[0.9871227,0.0007641175,0.00538499,0.00006028211,0.00001024645,0.0001697589,0.000728115,0.00006345818,0.005696347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02357395,"threshold_uncertainty_score":0.04687345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359243684884987,"score_gpt":0.2395818438899691,"score_spread":0.2259894070411192,"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."}}