{"id":"W2385884786","doi":"","title":"CHARACTERISTICS OF POOLING AND EXPLORATION AND DEVELOPMENT OF CBM IN LOW-RANK COALS","year":2008,"lang":"en","type":"article","venue":"Tianranqi gongye","topic":"Geoscience and Mining Technology","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coalbed methane; Coal; Petroleum engineering; Coal rank; Geology; Rank (graph theory); Structural basin; Mining engineering; Geochemistry; Coal mining; Engineering; Waste management; Geomorphology; 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":[0.0002157916,0.0001034839,0.0001173371,0.001836739,0.0002953148,0.0005207724,0.0002694915,0.0001295773,0.001682702],"category_scores_gemma":[0.0008552138,0.0001199375,0.0001687662,0.001227554,0.0002370878,0.0006172424,0.0003710705,0.00007870072,0.0001860602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000598804,"about_ca_system_score_gemma":0.0004481065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01648263,"about_ca_topic_score_gemma":0.01363484,"domain_scores_codex":[0.9998537,0.000008205943,0.00001013369,0.00002811958,0.00005145882,0.00004830855],"domain_scores_gemma":[0.9993087,0.0001484185,0.000191666,0.00002915921,0.0002115072,0.0001105696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001738334,0.00002495679,0.9555245,0.00005394168,0.00001884804,0.0005579441,0.0006746998,0.007477689,0.01465315,0.001692531,0.0003141031,0.01883375],"study_design_scores_gemma":[0.000004512552,0.0000669174,0.9709165,0.000008379369,0.00001463928,0.0002529105,0.0007820147,0.01791813,0.007781544,0.0006061153,0.001629603,0.00001865321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976317,0.00004712675,0.00035405,0.00001075949,5.070743e-7,0.000006214058,0.0001709347,0.00001337746,0.001765491],"genre_scores_gemma":[0.998955,0.00002311228,0.0001796129,0.000001335993,7.688738e-7,0.000003709147,0.0002085689,0.00000243329,0.0006254851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648263,"threshold_uncertainty_score":0.03277338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021858928261922,"score_gpt":0.2074872315270864,"score_spread":0.1856283032651644,"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."}}