{"id":"W4292596043","doi":"10.1139/cjss-2021-0170","title":"The impact of land conversion from boreal forest to agriculture on soil health indicators","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"International Development Research Centre; Lakehead University","keywords":"Environmental science; Soil water; Soil organic matter; Agriculture; Soil health; Soil carbon; Organic matter; Agroforestry; Forestry; Agronomy; Soil science; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009242653,0.0002776733,0.0001592763,0.0005521791,0.0003242559,0.0006038745,0.000169157,0.0001208604,0.0006617633],"category_scores_gemma":[0.001238902,0.00005354165,0.000257154,0.0006108577,0.0004783433,0.0002781704,0.0003748004,0.000182081,0.00004507046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023627,"about_ca_system_score_gemma":0.000674203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05880957,"about_ca_topic_score_gemma":0.1543286,"domain_scores_codex":[0.9993657,0.000187437,0.00004484938,0.00008837286,0.0001896611,0.0001240208],"domain_scores_gemma":[0.9980671,0.0004621562,0.0007633176,0.00008570756,0.0003384333,0.0002832821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002032588,0.00005941833,0.9851554,0.0000251464,0.00008056998,0.00007359462,0.00009353557,0.0006068153,0.003942669,0.0000424094,0.00007107835,0.009646106],"study_design_scores_gemma":[4.749799e-7,0.00005860858,0.9996133,8.949585e-7,0.000005272016,0.00001153577,0.00004981893,0.00007222163,0.0001223287,0.000006425531,0.0000581374,9.640553e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998417,0.0001798606,0.00008449551,0.00002758504,0.000002830729,0.0000079198,0.0002283873,0.000003410106,0.001048472],"genre_scores_gemma":[0.9995087,0.00006901099,0.0001187818,0.00001320982,0.00000233391,0.000002601466,0.0001774252,7.467384e-7,0.0001071429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9411904,"threshold_uncertainty_score":0.1169345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00969796802320251,"score_gpt":0.2206747599097585,"score_spread":0.210976791886556,"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."}}