{"id":"W6940995825","doi":"10.1139/cjss2013-094","title":"Soil organic carbon and land use: Processes and potential in Ontario's long-term agro-ecosystem research sites","year":2014,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil carbon; Plough; Crop rotation; Land use; Tillage; Soil management; Land management; Soil functions; Soil texture","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":[0.0003728671,0.0001970148,0.0002798465,0.00006329012,0.0002783001,0.0002802258,0.0001835259,0.0001311633,0.0007365255],"category_scores_gemma":[0.000197311,0.00009329206,0.00003087092,0.0003416479,0.00003256597,0.0001766926,0.0001731578,0.0003142013,0.00005952875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004650167,"about_ca_system_score_gemma":0.00002585728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0800248,"about_ca_topic_score_gemma":0.6472074,"domain_scores_codex":[0.9983709,0.0002066629,0.0002690362,0.0004684652,0.0002576601,0.0004272673],"domain_scores_gemma":[0.998243,0.001294934,0.00007248519,0.00009036867,0.0001387832,0.0001604015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000727825,0.00006244989,0.7512859,0.00006878761,0.00001228313,0.00001788073,0.0001048373,9.934164e-7,0.2473497,0.00004728347,0.0002377558,0.0007394262],"study_design_scores_gemma":[0.0002209464,0.0004033957,0.9902849,0.0002825289,0.0000176154,0.0001520701,0.00007364958,0.0004202813,0.001494515,0.0001586261,0.006145191,0.0003462954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979918,0.0004783815,0.000003450171,0.0004261861,0.0001174024,0.0002890979,0.0002551854,0.00004618859,0.0003922857],"genre_scores_gemma":[0.9983487,0.0003470959,0.00002002858,0.00005348652,0.0002121799,0.00001324971,0.0005260006,0.000002798841,0.000476437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5671826,"threshold_uncertainty_score":0.9261014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141086040446731,"score_gpt":0.2428311117813344,"score_spread":0.02872250773666132,"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."}}