{"id":"W3200024365","doi":"10.1111/sum.12762","title":"Soil amendments for sustainable agriculture: Microbial organic fertilizers","year":2021,"lang":"en","type":"article","venue":"Soil Use and Management","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biochar; Environmental science; Biofertilizer; Beneficial organism; Compost; Soil conditioner; Microorganism; Sustainable agriculture; Microbial inoculant; Soil biology; Soil water; Agronomy; Agriculture; Waste management; Biology; Engineering; Ecology; Soil science; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002381769,0.0004436374,0.000336471,0.0006062626,0.0002639498,0.0006987316,0.0002430544,0.0006206873,0.002666001],"category_scores_gemma":[0.0001701965,0.0001122685,0.0003621018,0.0005951214,0.0001771615,0.0004117978,0.0003609507,0.0003740309,0.0004698893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005703059,"about_ca_system_score_gemma":0.0005344783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007849254,"about_ca_topic_score_gemma":0.002713765,"domain_scores_codex":[0.9997987,0.0000281769,0.00001417981,0.00003495194,0.00008521721,0.00003882876],"domain_scores_gemma":[0.9999266,0.00001398913,0.00002307839,0.000004886387,0.00002017634,0.00001123212],"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":[0.0002356995,0.0002566845,0.001288037,0.003529558,0.00007367393,0.000426828,0.00003386779,0.001767883,0.8772425,0.002557473,0.001009259,0.1115784],"study_design_scores_gemma":[0.0000589576,0.002051132,0.006286886,0.0008886406,0.0001891542,0.0008026462,0.0002524981,0.002534437,0.8150339,0.003034218,0.1688146,0.00005291895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6517829,0.2883065,0.01914851,0.002514447,0.001295996,0.0003228135,0.00155781,0.0003554567,0.03471561],"genre_scores_gemma":[0.907158,0.07421167,0.01010128,0.0004181997,0.0001846635,0.00006245534,0.0003478122,0.00002408872,0.00749169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002666001,"threshold_uncertainty_score":0.008918643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946992155205132,"score_gpt":0.2188218206966014,"score_spread":0.1993518991445501,"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."}}