{"id":"W7162147132","doi":"10.82308/33517","title":"A stochastic approach to modeling of multisite daily precipitation processes","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Agrégation; Distribution (mathematics)","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":[0.0008026225,0.0007392386,0.0007706768,0.0005671316,0.000392207,0.001139557,0.001385358,0.00100055,0.001389893],"category_scores_gemma":[0.001952668,0.0005158837,0.001378111,0.001038052,0.0004814241,0.0008354647,0.0008156978,0.001243656,0.0002825349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007155055,"about_ca_system_score_gemma":0.001442511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177644,"about_ca_topic_score_gemma":0.009341295,"domain_scores_codex":[0.9994668,0.0001869837,0.00004311614,0.0001106964,0.0001460991,0.0000462724],"domain_scores_gemma":[0.9993556,0.0003880857,0.00008820373,0.0000359804,0.00009807059,0.00003411015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000110112,0.00001314196,0.0004882594,0.00004659481,0.00004344804,0.00004528467,0.0000308898,0.9693281,0.0009126249,0.02166787,0.0002492848,0.007163597],"study_design_scores_gemma":[0.000002717671,0.000007959559,0.0001260296,0.000003558289,0.000006854767,0.00001160287,0.000003668833,0.9917371,0.0000861258,0.007005933,0.001004011,0.000004479409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007485551,0.0003764365,0.9899104,0.0002103982,0.00006229558,0.00002276496,0.000183657,0.0001610012,0.001587545],"genre_scores_gemma":[0.7192497,0.003447994,0.2629455,0.0002182096,0.0004084475,0.0003911579,0.0009658345,0.000161248,0.01221177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01177644,"threshold_uncertainty_score":0.0234158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316579199922427,"score_gpt":0.2547560841094597,"score_spread":0.2415902921102354,"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."}}