{"id":"W2507714775","doi":"","title":"Modern Reservoir Sedimentation Management Techniques with Examples","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Sedimentation; Geology; Computer science; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006336297,0.0001897261,0.0001583603,0.0001278021,0.00007026472,0.00007289582,0.0001601075,0.00007505243,0.000001663097],"category_scores_gemma":[0.00004939845,0.0001749459,0.00003172933,0.0001392077,0.00001667689,0.0001583071,0.0000239897,0.0001610665,0.0000157945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004783286,"about_ca_system_score_gemma":0.000003609605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001978687,"about_ca_topic_score_gemma":0.00009788779,"domain_scores_codex":[0.9989178,0.00004395449,0.000273832,0.0002113004,0.0002714984,0.0002816659],"domain_scores_gemma":[0.9993458,0.0001728732,0.0000479807,0.0003012316,0.00004336345,0.00008875578],"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":[0.000007471917,0.000009604201,0.001618454,0.0001465954,0.00003322308,0.000005131193,0.0001383337,0.9875179,0.001282218,0.0001088542,0.0001915726,0.008940673],"study_design_scores_gemma":[0.0009077939,0.0001203946,0.03441458,0.0005610032,0.00005898885,0.00001042291,0.0001356457,0.9070232,0.03115097,0.001496065,0.02334791,0.0007730266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8469777,0.00006025005,0.09383282,0.00003956852,0.00009513585,0.0001750132,0.000001169832,0.001160841,0.05765749],"genre_scores_gemma":[0.8015921,0.00002668274,0.1980006,0.00002223553,0.00009216421,0.00003469177,0.00001424953,0.00004938951,0.000167883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041678,"threshold_uncertainty_score":0.7134088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200194661977032,"score_gpt":0.2629632234441505,"score_spread":0.2429437572464473,"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."}}