{"id":"W2125388041","doi":"10.4141/cjss08015","title":"Impact of natural or industrial liming materials on soil properties and microbial activity","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Polymer-Based Agricultural Enhancements","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Lime; Loam; Chemistry; Soil pH; Leaching (pedology); Environmental chemistry; Soil water; Alkali soil; Agronomy; Soil test; Environmental science; Soil science; Metallurgy; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002267932,0.00011321,0.0001828343,0.0001934664,0.0001066914,0.0001287544,0.000224691,0.00004449412,0.00001799891],"category_scores_gemma":[0.00009494578,0.00006663373,0.00003659854,0.0002812165,0.0001490442,0.000655268,0.000006426427,0.0001680409,9.56741e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512959,"about_ca_system_score_gemma":0.0008687935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004019135,"about_ca_topic_score_gemma":0.004830026,"domain_scores_codex":[0.9992115,0.00001477614,0.0001808553,0.00008668519,0.0001791897,0.0003270322],"domain_scores_gemma":[0.9994082,0.00001177678,0.0001033167,0.00006119753,0.00007398013,0.0003415184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005363405,0.000005749249,0.0001380181,0.000004823798,0.000009632762,0.00001512095,0.0001681522,0.001935058,0.9853356,0.000001831297,0.000293857,0.01203848],"study_design_scores_gemma":[0.0003803897,0.0004204313,0.03638437,0.0001892491,0.000008301269,0.00006761408,0.00003298451,0.0001425788,0.9622271,0.00000208719,0.00002093985,0.0001239365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991024,0.00009177493,0.000001726644,0.0001442218,0.0005166356,0.00005126667,0.00001413704,0.000005538058,0.00007229029],"genre_scores_gemma":[0.9997432,0.000006958066,0.0000126432,0.0000249321,0.0001658707,2.638227e-7,2.206469e-7,0.000003835804,0.00004209414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03624635,"threshold_uncertainty_score":0.6075757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03365956028764226,"score_gpt":0.2269188748360027,"score_spread":0.1932593145483604,"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."}}