{"id":"W6884625384","doi":"10.1139/cjss2010-064","title":"The role of organic amendments in soil reclamation: A review","year":2012,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Land reclamation; Biosolids; Amendment; Soil conditioner; Soil organic matter; Soil functions; Soil management; Organic matter; Biodegradable waste","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":[0.0005254679,0.0001447137,0.000246018,0.00001201229,0.0001342123,0.00002169226,0.0003255705,0.00006395189,0.0002605357],"category_scores_gemma":[0.00007023156,0.00005346896,0.0001027866,0.0005007466,0.00007729822,0.00008844599,0.0001127283,0.0001081563,0.0001017258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004440872,"about_ca_system_score_gemma":0.000009165506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002505788,"about_ca_topic_score_gemma":0.001143742,"domain_scores_codex":[0.9986864,0.0001477288,0.0003815007,0.0001671873,0.00025377,0.0003634114],"domain_scores_gemma":[0.9993737,0.0001666171,0.0001754774,0.0001261554,0.00006308752,0.00009495497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005449612,0.0004455613,0.1231947,0.0001377778,0.00005980742,0.000001520233,0.000214019,5.1674e-7,0.761382,0.003159235,0.001669414,0.109681],"study_design_scores_gemma":[0.0008651125,0.0004722608,0.658265,0.001241532,0.0001033292,0.0000484708,0.001223814,0.0009850528,0.02167718,0.002664153,0.3113996,0.001054491],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739,0.02264084,7.898775e-7,0.001396869,0.0001301488,0.0002920118,0.00002860812,0.00003423543,0.001576497],"genre_scores_gemma":[0.9950065,0.00417106,0.00003838461,0.0004537287,0.0001415316,0.00002221149,0.00006431781,0.000001797011,0.0001004562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7397048,"threshold_uncertainty_score":0.2852683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1980937524029816,"score_gpt":0.2355950217415654,"score_spread":0.03750126933858378,"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."}}