{"id":"W2024526895","doi":"10.1139/f07-196","title":"Estimating calcium weathering rates and future lake calcium concentrations in the Muskoka–Haliburton region of Ontario","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Weathering; Plagioclase; Calcium; Geology; Environmental chemistry; Hydrology (agriculture); Mineralogy; Environmental science; Geochemistry; Chemistry; Quartz","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0002376045,0.0002945715,0.0001812264,0.0007808395,0.001054882,0.000789249,0.0007079607,0.000274584,0.0009524957],"category_scores_gemma":[0.001142506,0.0003082563,0.000399214,0.001090835,0.0003725312,0.0003336447,0.0005143954,0.0001725219,0.0001564889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01954606,"about_ca_system_score_gemma":0.01072622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867442,"about_ca_topic_score_gemma":0.9955383,"domain_scores_codex":[0.9998074,0.00001330733,0.00001191674,0.00005142215,0.00005589694,0.00006002011],"domain_scores_gemma":[0.9992974,0.00006273201,0.0001612394,0.00002680313,0.0003379454,0.0001138505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005451478,0.00001286667,0.9883836,0.00004476949,0.00006399352,0.0001112305,0.001054486,0.002096902,0.001755311,0.0001698523,0.0007115013,0.00554093],"study_design_scores_gemma":[0.000007935194,0.000009010183,0.9936479,0.00001277697,0.0000214893,0.00002407333,0.0007212703,0.00363082,0.0002085266,0.00003716809,0.001670307,0.000008735153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995681,0.0001411954,0.0003176009,0.00009119618,0.000002070735,0.00002980267,0.001791229,0.00001857949,0.001927249],"genre_scores_gemma":[0.9968776,0.0001310024,0.0006680917,0.00001566059,0.000001845734,0.00002440238,0.001218553,0.000004916446,0.001057918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954606,"threshold_uncertainty_score":0.1418172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03728710119332238,"score_gpt":0.2380953520400992,"score_spread":0.2008082508467769,"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."}}