{"id":"W6939813977","doi":"10.6084/m9.figshare.26232722.v1","title":"Isotope hydrology of the intermontane Elk Valley, British Columbia: an assessment of water resources around coal mining operations","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundwater; Hydrology (agriculture); Meltwater; Coal mining; Stable isotope ratio; Coal; Meteoric water; Aquifer; STREAMS","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":[0.0001252135,0.0001957536,0.0001383074,0.001183161,0.001059557,0.001028461,0.0004342166,0.0002139736,0.0007564581],"category_scores_gemma":[0.000278939,0.0001381201,0.00008993274,0.002049049,0.0003740391,0.0002183634,0.0004599774,0.0002115894,0.0001346871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007397241,"about_ca_system_score_gemma":0.005394713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.964631,"about_ca_topic_score_gemma":0.9917865,"domain_scores_codex":[0.9998643,0.000008273002,0.00000768864,0.00003208531,0.00005206834,0.00003543857],"domain_scores_gemma":[0.9997609,0.00001666996,0.00002952456,0.000008234791,0.0001501343,0.00003439947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006210829,0.00003364384,0.959107,0.00006686966,0.00005118901,0.0002836065,0.001226551,0.000900863,0.008127675,0.00009712383,0.000620015,0.02942326],"study_design_scores_gemma":[0.000001967673,0.00000447662,0.9963444,0.00001338297,0.000008690305,0.00003414396,0.001452554,0.0006852522,0.0003817324,0.0000138054,0.001054063,0.000005360251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9969655,0.0002157396,0.0001087006,0.00005561678,0.00000116493,0.00001303642,0.000643125,0.00001046209,0.001986672],"genre_scores_gemma":[0.9971603,0.0002367166,0.0003695855,0.00003705674,0.000001067883,0.00001072514,0.0006140593,0.000004828391,0.001565703],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03536898,"threshold_uncertainty_score":0.07115448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013861524834163,"score_gpt":0.2558108748536216,"score_spread":0.23567225960528,"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."}}