{"id":"W4392595273","doi":"10.5194/egusphere-egu24-54","title":"Effects of conservation tillage on soil organic carbon storage, fractions and stability in Black soil","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Tillage; Soil carbon; Environmental science; Carbon black; Soil science; Agroforestry; Agronomy; Chemistry; Soil water; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000278939,0.0003964113,0.0002845725,0.0003195632,0.0002476863,0.0003269905,0.000181798,0.0001468299,0.00050755],"category_scores_gemma":[0.0003206845,0.000127729,0.0002590863,0.0002037519,0.0002924867,0.0004027762,0.0002744016,0.0001920617,0.00005303865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008036607,"about_ca_system_score_gemma":0.0005063916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009250634,"about_ca_topic_score_gemma":0.02063992,"domain_scores_codex":[0.9998296,0.00002762386,0.00001491461,0.00005096247,0.00003133957,0.00004544963],"domain_scores_gemma":[0.9995013,0.00006122088,0.0001828865,0.00002724163,0.00004922155,0.0001780811],"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":[0.007179921,0.0006407281,0.09389452,0.0002163865,0.0001984713,0.0003076149,0.0002895627,0.0005995105,0.8822327,0.00005606238,0.00005361503,0.01433101],"study_design_scores_gemma":[0.00004696803,0.004368147,0.9186972,0.00001154554,0.00009628597,0.00009554168,0.0001881303,0.001227282,0.07470826,0.00005109429,0.0004915507,0.00001793607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997907,0.00009837507,0.00002853465,0.000003689693,0.000001420486,0.000002540176,0.00002354977,0.000001910292,0.00004927986],"genre_scores_gemma":[0.999454,0.0001144848,0.0001510936,0.00001455575,0.000002658612,0.000004908499,0.00006579467,0.000002019246,0.0001906261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009250634,"threshold_uncertainty_score":0.01839358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534234235193479,"score_gpt":0.2250618345841133,"score_spread":0.2097194922321785,"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."}}