{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001500856,0.0001286627,0.0001667401,0.00001711849,0.0001478753,0.00001007222,0.0001597018,0.00004675432,0.0003956531],"category_scores_gemma":[0.00004274726,0.0001266537,0.00002306007,0.0001457141,0.000228758,0.00005667855,0.0001352341,0.00005338448,0.00003706336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117864,"about_ca_system_score_gemma":0.00005417786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2329389,"about_ca_topic_score_gemma":0.08735969,"domain_scores_codex":[0.9989321,0.00003570607,0.0002698423,0.0002758939,0.0002200669,0.000266409],"domain_scores_gemma":[0.9994112,0.00003821049,0.0001485419,0.000252655,0.0000243376,0.0001250349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000165819,0.0005314118,0.4747325,0.0002196495,0.0001692784,0.00004151,0.001981745,0.00005833544,0.241061,0.03435162,0.1886165,0.05807062],"study_design_scores_gemma":[0.0002095651,0.00004126306,0.9772944,0.00001251031,0.0000170137,0.000006467619,0.00009423224,0.001741464,0.001517805,0.0006395825,0.01824569,0.0001800064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980119,0.0002606877,0.01234526,0.0003336947,0.0002077909,0.0002811022,0.0005950815,0.00003810966,0.005819235],"genre_scores_gemma":[0.9978846,0.00005565722,0.001649207,0.00009311435,0.00002129393,0.000009475469,0.0001256584,0.000009398985,0.0001516126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5025619,"threshold_uncertainty_score":0.9292936,"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."}}