{"id":"W6960723596","doi":"10.13225/j.cnki.jccs.2024.0098","title":"Geochemical characteristics and geological significance of produced water from coalbed methane wells in Junlian, Sichuan","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Coalbed methane; Produced water; Sedimentary rock; Methane; Infiltration (HVAC); Precipitation; Groundwater; Formation water","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001378004,0.0001116003,0.0001838356,0.001186589,0.0006590927,0.0003627291,0.0002626084,0.0002369545,0.0002767652],"category_scores_gemma":[0.000144205,0.0001222051,0.0001658935,0.001138325,0.0003906316,0.0002258942,0.0002814802,0.00009533315,0.00003255223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006153387,"about_ca_system_score_gemma":0.0006372468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04270091,"about_ca_topic_score_gemma":0.08936616,"domain_scores_codex":[0.9998733,0.00001025939,0.00001172115,0.00003352252,0.00004894603,0.00002221532],"domain_scores_gemma":[0.9998995,0.00001651259,0.00002751371,0.000004153604,0.00003431952,0.00001799377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001446632,0.0000590023,0.9263901,0.0001252219,0.00004392342,0.001421057,0.002418505,0.0009517858,0.05341353,0.0002190653,0.0002186643,0.01459439],"study_design_scores_gemma":[0.000005424491,0.00003669097,0.9936607,0.000005824349,0.00001487182,0.0001228585,0.001426686,0.000727719,0.00331089,0.00004731751,0.0006308611,0.0000101716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995433,0.00003797327,0.00004236273,0.00001061426,8.002172e-7,0.000002521512,0.00006543958,0.000002919649,0.00029408],"genre_scores_gemma":[0.9994344,0.00004499865,0.0001195939,0.00001046582,0.00000185997,0.000004478854,0.0001330685,0.000001145074,0.0002498556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04270091,"threshold_uncertainty_score":0.08490473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002005261311092,"score_gpt":0.4605462617361964,"score_spread":0.3603457356050873,"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."}}