{"id":"W2258580771","doi":"10.3997/2214-4609-pdb.255.97","title":"Preliminary Assessment of the Coalbed Methane Potential of the Mukahbalingian Coal Field, Sarawak","year":2010,"lang":"en","type":"article","venue":"","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coalbed methane; Coal; Methane; Coal mining; Environmental science; Mining engineering; Geology; Peat; Waste management; Chemistry; Geography; Engineering","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":[0.0002220604,0.000351138,0.0001811526,0.001275677,0.001098042,0.0006536053,0.0004271344,0.0003729456,0.00127119],"category_scores_gemma":[0.0002605869,0.000248113,0.000325978,0.0007270056,0.0004681835,0.0003732286,0.0005123187,0.0004127265,0.0004739254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483279,"about_ca_system_score_gemma":0.001274459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1366397,"about_ca_topic_score_gemma":0.4000227,"domain_scores_codex":[0.9998206,0.0000185297,0.00001260963,0.00003419027,0.00007340069,0.00004061008],"domain_scores_gemma":[0.9997208,0.00002905033,0.00002564822,0.00001050329,0.0001570036,0.00005710345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001342402,0.000518448,0.7170133,0.0004090644,0.00008106852,0.002489985,0.005434094,0.001416717,0.2272454,0.0007425479,0.0009710471,0.04233577],"study_design_scores_gemma":[0.00001385734,0.0008224203,0.9711816,0.00003372571,0.00003794224,0.0004264055,0.007548037,0.001088306,0.01574624,0.0001210724,0.002956496,0.0000239004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959443,0.0001113241,0.0001294087,0.00003857471,0.000003318427,0.00002706326,0.0003143814,0.000006366954,0.003425279],"genre_scores_gemma":[0.9951357,0.0001749413,0.0007090337,0.00006140226,0.000002076017,0.0000178009,0.000626495,0.000003874341,0.003268612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1366397,"threshold_uncertainty_score":0.2716886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006571616147703387,"score_gpt":0.2224455972752696,"score_spread":0.2158739811275662,"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."}}