{"id":"W6959571516","doi":"10.1139/cjss10040","title":"Solonetzic soils of Canada: Genesis, distribution, and classification","year":2011,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil water; Pedogenesis; Soil morphology; Soil horizon; Soil classification; Podzol; Water table; Hydrology (agriculture)","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":[0.000296611,0.001143244,0.0004069826,0.01455903,0.003380694,0.002003399,0.001351905,0.000327328,0.006737021],"category_scores_gemma":[0.0007829835,0.0003066202,0.0003134228,0.02481992,0.001172986,0.0004801022,0.001176889,0.0005081982,0.001392175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03852427,"about_ca_system_score_gemma":0.05342252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940866,"about_ca_topic_score_gemma":0.9964464,"domain_scores_codex":[0.9991911,0.00001274542,0.00003397981,0.00007209185,0.0004371964,0.0002529213],"domain_scores_gemma":[0.9976912,0.00003211114,0.0001913858,0.00003327396,0.001728146,0.0003240204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004302734,0.00009615505,0.5421215,0.00170865,0.0002006937,0.0008406776,0.004043248,0.00155272,0.007947623,0.006263299,0.1463221,0.2884731],"study_design_scores_gemma":[0.0000318833,0.00001865951,0.7872381,0.0002714492,0.00004379976,0.0003091006,0.003140364,0.0007143565,0.001152634,0.0005742567,0.2064485,0.00005681954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5067612,0.02307159,0.002722214,0.002054543,0.0002255558,0.001058071,0.3718287,0.00105468,0.09122352],"genre_scores_gemma":[0.7762061,0.01453999,0.01129372,0.0004266776,0.00004518394,0.0002831234,0.1544415,0.0002095472,0.04255415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03852427,"threshold_uncertainty_score":0.2795144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.256399649425598,"score_gpt":0.2174684660877087,"score_spread":0.03893118333788928,"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."}}