{"id":"W7038693218","doi":"","title":"Investigating the effect of skin on the optimization of Coal Bed Methane (CBM) production","year":2013,"lang":"en","type":"other","venue":"UTPedia (Universiti Teknologi Petronas)","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coal; Methane; Production (economics); Slippage; Shrinkage","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":[0.0003040351,0.0004297894,0.0003816423,0.0003004817,0.0001695129,0.0005410296,0.0002399258,0.0004477794,0.001220138],"category_scores_gemma":[0.0007404161,0.0002008212,0.000359521,0.0002273479,0.0001895699,0.0004018951,0.0002824921,0.0002296976,0.0001046156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085416,"about_ca_system_score_gemma":0.0003148519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148219,"about_ca_topic_score_gemma":0.002167383,"domain_scores_codex":[0.9999151,0.00002304127,0.000003893022,0.00001574617,0.00002053447,0.0000216102],"domain_scores_gemma":[0.9997392,0.0001560519,0.0000436138,0.00001078492,0.00003468118,0.00001561701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002219891,0.000200771,0.002658553,0.0002692436,0.00003055847,0.0002010011,0.00003678546,0.9262164,0.0465788,0.0005397357,0.0001807681,0.02286539],"study_design_scores_gemma":[0.00001341858,0.0006759494,0.002771265,0.00001774967,0.00004105469,0.00004526773,0.00009380605,0.9558446,0.03961729,0.0002929043,0.0005750369,0.00001166144],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545946,0.0008833512,0.03601618,0.0001030672,0.00002420494,0.00005748835,0.00007463543,0.0001022526,0.008144182],"genre_scores_gemma":[0.993881,0.0001636424,0.005285422,0.000008749242,0.000001080426,0.00001024989,0.00001861259,0.0000115683,0.0006198074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00148219,"threshold_uncertainty_score":0.004081786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084743880492613,"score_gpt":0.1850204940638431,"score_spread":0.174173055258917,"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."}}