{"id":"W2114083951","doi":"10.1111/j.1745-6584.2010.00703.x","title":"In‐Well Degassing Issues for Measurements of Dissolved Gases in Groundwater","year":2010,"lang":"en","type":"article","venue":"Ground Water","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Environment and Climate Change Canada","funders":"Ministry of Environment","keywords":"Groundwater; Drawdown (hydrology); Aquifer; Water well; Dissolved organic carbon; Dissolved gas analysis; Bubble; Environmental science; Hydrology (agriculture); Petroleum engineering; Geology; Chemistry; Environmental chemistry; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000435378,0.0001440132,0.0002062916,0.00007642151,0.00007167197,0.00004387454,0.0001654388,0.00006154353,0.000651981],"category_scores_gemma":[0.00001366789,0.00009920305,0.00005292,0.00008231095,0.0001444174,0.0004786569,0.0001181001,0.00009360832,0.0001210921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007046597,"about_ca_system_score_gemma":0.000002616011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190697,"about_ca_topic_score_gemma":0.006397135,"domain_scores_codex":[0.9987854,0.00003322933,0.0003183698,0.0002665196,0.0002343193,0.0003621519],"domain_scores_gemma":[0.9997109,0.00002718771,0.0000388219,0.0001720827,0.00001634205,0.00003472235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005333938,0.0002332474,0.6458016,0.00002476258,0.00001151212,0.00000440538,0.002713547,0.00001703718,0.3480033,0.00003473816,0.0003839627,0.002718527],"study_design_scores_gemma":[0.001973352,0.000131346,0.6102531,0.000032613,0.00002088092,0.000004916677,0.000391983,0.00009566005,0.3412874,0.002064927,0.04334915,0.0003946901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972641,0.00001477737,0.0007397329,0.0005059809,0.0003125544,0.0002697954,0.000001458166,0.0000111019,0.0008805108],"genre_scores_gemma":[0.9940094,0.000001751803,0.001075057,0.000130424,0.00004220348,0.00007853872,0.00001006698,0.00001395301,0.00463865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04296519,"threshold_uncertainty_score":0.7138734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797869829153131,"score_gpt":0.2636651873158252,"score_spread":0.2356864890242939,"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."}}