{"id":"W4411618077","doi":"10.51847/hcc1itn4bi","title":"10.51847/hCC1iTN4bI","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HEC-HMS; Erosion; Hydrology (agriculture); Structural basin; Environmental science; Geology; Petroleum engineering; Geomorphology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006113995,0.001195513,0.000598679,0.001869891,0.001103683,0.002810259,0.001212241,0.00261311,0.9433836],"category_scores_gemma":[0.001183128,0.0004323027,0.0004828536,0.002231993,0.0006125494,0.001644063,0.001528858,0.001012456,0.9474651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197614,"about_ca_system_score_gemma":0.0005755243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008417617,"about_ca_topic_score_gemma":0.006128462,"domain_scores_codex":[0.9996439,0.00003574613,0.00003138609,0.0001100525,0.0001099766,0.00006892928],"domain_scores_gemma":[0.9989548,0.0001831002,0.0000576622,0.0002228613,0.000401835,0.0001798261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003668367,0.0002407823,0.001520746,0.0003060391,0.00002081591,0.0002632163,0.0001020244,0.001133711,0.006091753,0.005180251,0.2421619,0.7426121],"study_design_scores_gemma":[0.00004853933,0.00005330367,0.001122138,0.0001456704,0.00001550128,0.0003017708,0.0000907746,0.002670255,0.002185989,0.0009168076,0.9924241,0.00002511218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003430178,0.0007383344,0.008785628,0.0008298653,0.001037852,0.0002425461,0.002392758,0.004455649,0.9780872],"genre_scores_gemma":[0.006538003,0.0002715695,0.003124054,0.0002424586,0.00008723133,0.00007176999,0.001454109,0.0004012743,0.9878095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05661643,"threshold_uncertainty_score":0.08075637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007926158076632673,"score_gpt":0.2037016059362426,"score_spread":0.1957754478596099,"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."}}