{"id":"W4377078026","doi":"10.1130/abs/2023se-385393","title":"THE EFFECT OF GROUNDWATER DISCHARGE ON MEROMIXIS AND GEOCHEMISTRY IN UPPER SUBALPINE O’BRIEN LAKE, BANFF NATIONAL PARK, CANADA","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Groundwater; Montane ecology; National park; Hydrology (agriculture); Environmental science; Geology; Geography; Archaeology; Ecology; Geotechnical 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":[0.0002093505,0.0001199893,0.0002109205,0.0008262698,0.001554317,0.0006965545,0.0006560317,0.0002320054,0.001508795],"category_scores_gemma":[0.0007630272,0.0001763437,0.0002170139,0.001214306,0.0006657433,0.0002595524,0.0005296024,0.0003162816,0.0001044247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01116503,"about_ca_system_score_gemma":0.009117005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898474,"about_ca_topic_score_gemma":0.9972818,"domain_scores_codex":[0.9997721,0.00002696841,0.00001250817,0.00003591954,0.00007717421,0.00007529852],"domain_scores_gemma":[0.9992524,0.00009718207,0.00008478925,0.00001394351,0.0003684421,0.0001831743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002881975,0.00005327836,0.9854365,0.00005108238,0.00007302114,0.0001746104,0.002272265,0.0003794557,0.002033097,0.0001614629,0.001421705,0.007655321],"study_design_scores_gemma":[0.000003049451,0.000006912838,0.9979911,0.000006968783,0.000007105641,0.00001468365,0.001140676,0.0001238297,0.000128093,0.00001281988,0.0005611563,0.000003632388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996762,0.0001761297,0.00005648637,0.0001762127,0.00000533302,0.000009765878,0.0009017178,0.000009740595,0.001902572],"genre_scores_gemma":[0.9972053,0.0001319845,0.0001130877,0.00004576008,0.000002314833,0.000006784202,0.0004719648,0.000004278261,0.002018516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116503,"threshold_uncertainty_score":0.08100837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008534007398389231,"score_gpt":0.2069821582144202,"score_spread":0.198448150816031,"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."}}