{"id":"W4254804416","doi":"10.5194/hessd-8-5743-2011","title":"Soil weathering rates in 21 catchments of the Canadian Shield","year":2011,"lang":"en","type":"preprint","venue":"","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Université du Québec à Montréal; Institute of Particle Physics; Ouranos; Ministère des Ressources naturelles et des Forêts; GDG Environnement; Ministère des Ressources naturelles et des Forêts (Québec)","funders":"","keywords":"Weathering; Soil production function; Drainage basin; Soil water; Temperate climate; Nutrient; Phosphorus; Environmental science; Parent material; Geology; Hydrology (agriculture); Soil science; Geochemistry; Pedogenesis; Chemistry; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001555969,0.0001114784,0.0001515144,0.00004831286,0.00006863367,0.00002252162,0.0003939502,0.0001122272,0.008970387],"category_scores_gemma":[0.000008574844,0.00007282237,0.0000854613,0.0001115588,0.00004358007,0.00002466902,0.00005523846,0.0002265474,0.00003831615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001036805,"about_ca_system_score_gemma":0.0001720163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9717593,"about_ca_topic_score_gemma":0.994302,"domain_scores_codex":[0.9992803,0.00002492382,0.0001862271,0.0001855644,0.0001200112,0.0002029774],"domain_scores_gemma":[0.999575,0.00001138315,0.00007046686,0.0002445616,0.00001185182,0.00008675179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002219587,0.000005109889,0.9955794,0.00003145272,0.00002657409,0.000002110218,0.0003020851,0.002854763,0.00001760994,0.000005135229,0.00007878744,0.001094731],"study_design_scores_gemma":[0.00008630101,0.000009422536,0.9801058,0.00009940191,0.00003704919,0.000001317596,0.0005989218,0.001817831,0.01326258,0.003468717,0.0002915912,0.0002210912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8668539,0.0001111047,5.17983e-7,0.0002160342,0.0001358883,0.00006684374,0.00005830772,0.000003614168,0.1325538],"genre_scores_gemma":[0.9975888,0.00002313206,0.00004515126,0.00009084876,0.0000195443,0.00000105978,0.00008421146,0.000001147034,0.00214613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1307349,"threshold_uncertainty_score":0.9919356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196949936226647,"score_gpt":0.2054107674069877,"score_spread":0.185715773784323,"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."}}