{"id":"W3100851353","doi":"10.1093/oso/9780195331905.003.0009","title":"Estimating Mature Plays","year":2008,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Population size; Sampling (signal processing); Variance (accounting); Resource (disambiguation); Sample size determination; Statistics; Computer science; Econometrics; 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":[0.002161631,0.001278408,0.0006247917,0.004542975,0.0005622915,0.00288624,0.001703909,0.0009473311,0.01537194],"category_scores_gemma":[0.01554807,0.0006831462,0.0007462277,0.002638426,0.000921734,0.005381734,0.002223916,0.001024056,0.005658618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150701,"about_ca_system_score_gemma":0.001327831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007838756,"about_ca_topic_score_gemma":0.01146978,"domain_scores_codex":[0.9985481,0.0003058516,0.00009424715,0.0004058732,0.0004557553,0.0001901042],"domain_scores_gemma":[0.9970612,0.001389715,0.0004594018,0.000271852,0.0006710982,0.0001467183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003173989,0.00009153815,0.1799392,0.0006058466,0.0002158628,0.0004228517,0.001278702,0.0782434,0.002107355,0.2426468,0.02018458,0.4739464],"study_design_scores_gemma":[0.00006144726,0.0002970802,0.1165287,0.0005089997,0.0001771744,0.001159886,0.003551164,0.4279729,0.005297042,0.2741253,0.1701575,0.0001628384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1547493,0.00396311,0.7342803,0.0008302238,0.0002517002,0.0007414012,0.0147271,0.001332417,0.0891244],"genre_scores_gemma":[0.6927466,0.003548888,0.2550524,0.00017816,0.0001996314,0.0008302017,0.01557799,0.0002857416,0.03158043],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01537194,"threshold_uncertainty_score":0.05142426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237011714005137,"score_gpt":0.2115329583588814,"score_spread":0.18916284121883,"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."}}