{"id":"W4238482214","doi":"10.2118/2007-011","title":"Type Curves for Dry CBM Reservoirs With Equilibrium Desorption","year":2007,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desorption; Environmental science; Petroleum engineering; Geology; Chemistry; Adsorption","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002145839,0.0001361657,0.0001318106,0.0002996177,0.00005135573,0.00006764026,0.0003234358,0.00007311125,0.0003564194],"category_scores_gemma":[0.00007611712,0.0001274744,0.00005288834,0.000139236,0.00004416607,0.0001958894,0.00001172303,0.0001506151,0.00005234404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767361,"about_ca_system_score_gemma":0.0001835404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008697152,"about_ca_topic_score_gemma":0.1808812,"domain_scores_codex":[0.9990577,0.000007606028,0.0001821732,0.000184529,0.0002123871,0.0003556823],"domain_scores_gemma":[0.9991627,0.00006351976,0.00003023058,0.0001825212,0.0002644285,0.0002965756],"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":[0.0002469996,0.00004151548,0.01902291,0.0005753105,0.0009996645,0.0001469673,0.0003528003,0.9294037,0.003318326,0.003447311,0.03994148,0.00250297],"study_design_scores_gemma":[0.001006469,0.0001852283,0.02073646,0.0006373311,0.00008938483,0.00002713464,0.0002372225,0.5128468,0.004120043,0.0005836205,0.4586745,0.00085586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8711251,0.0005561736,0.06051842,0.002717247,0.001096937,0.0001835328,0.000130144,0.0002158867,0.06345657],"genre_scores_gemma":[0.9948123,0.00007998681,0.0005501487,0.0001984667,0.0002048418,0.00001409245,0.000149189,0.00002649473,0.003964515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.418733,"threshold_uncertainty_score":0.997904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620812382550911,"score_gpt":0.2370666989927296,"score_spread":0.2208585751672205,"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."}}