{"id":"W2954581936","doi":"10.1016/j.biortech.2019.121745","title":"Organic matter, a critical factor to immobilize phosphorus, copper, and zinc during composting under various initial C/N ratios","year":2019,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Chinese Academy of Sciences","keywords":"Compost; Organic matter; Chemistry; Zinc; Nitrogen; Copper; Environmental chemistry; Humic acid; Bioavailability; Phosphorus; Agronomy; Fertilizer; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001165419,0.0002639462,0.0003367698,0.00008268617,0.0003123101,0.0000945566,0.0004189496,0.0003064214,0.0004820548],"category_scores_gemma":[0.000194134,0.0001390137,0.00005418007,0.0004939999,0.0001794846,0.00005404736,0.0006047789,0.0003352779,0.0002393674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006506625,"about_ca_system_score_gemma":0.00001097944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001650955,"about_ca_topic_score_gemma":0.00004390833,"domain_scores_codex":[0.9983325,0.00005784153,0.0003204289,0.000601027,0.0001627391,0.0005254612],"domain_scores_gemma":[0.9991369,0.0003948485,0.00007638144,0.0001774697,0.00007807359,0.0001362753],"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":[0.00004773259,0.00007067869,0.08848587,0.00001560541,0.000008649172,0.0000107065,0.00006303295,6.730069e-7,0.9057092,0.0002551882,0.0001352415,0.005197426],"study_design_scores_gemma":[0.0009991943,0.002458082,0.6536121,0.0004444813,0.00004571871,0.000954408,0.001141261,0.0002413943,0.3255383,0.001689125,0.0112427,0.001633317],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931237,0.0001954346,0.00002514809,0.004711013,0.0001020006,0.0004137065,0.00003215997,0.001094376,0.0003024617],"genre_scores_gemma":[0.9982471,0.000008334618,0.001010606,0.0005237803,0.00008480576,0.00002188351,0.00001153271,0.00000650559,0.00008548263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5801709,"threshold_uncertainty_score":0.5668815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330276602526353,"score_gpt":0.249533416729781,"score_spread":0.2362306507045175,"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."}}