{"id":"W4403479258","doi":"10.3390/seeds3040037","title":"Biochar and Deactivated Yeast as Seed Coatings for Restoration: Performance on Alternative Substrates","year":2024,"lang":"en","type":"article","venue":"Seeds","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biochar; Yeast; Pulp and paper industry; Environmental science; Materials science; Agroforestry; Chemistry; Engineering; Organic chemistry; Biochemistry; Pyrolysis","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":[0.0001616193,0.0004008776,0.0002976916,0.0002255529,0.0001580328,0.0004374975,0.0002663498,0.0002509232,0.0005566449],"category_scores_gemma":[0.0002060021,0.0001229819,0.0002288774,0.0001596686,0.0001320251,0.0002227096,0.0002052622,0.0003538022,0.0001499346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003114229,"about_ca_system_score_gemma":0.0001819839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004105913,"about_ca_topic_score_gemma":0.01148937,"domain_scores_codex":[0.9998722,0.00001012731,0.000008679482,0.00003944293,0.00004337031,0.00002606646],"domain_scores_gemma":[0.9998398,0.00002364098,0.0000334417,0.00001538352,0.00004966161,0.00003798062],"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":[0.00007775098,0.00001918379,0.0002680165,0.00004272735,0.000004184277,0.00002344872,0.00000972495,0.0001033611,0.9983645,0.00001081647,0.00001311419,0.001063189],"study_design_scores_gemma":[0.000008085446,0.0005969577,0.00881545,0.0000108196,0.0000210165,0.00008167047,0.00005769771,0.001022744,0.988278,0.00001308591,0.001084239,0.0000103244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981781,0.0005296765,0.0006357691,0.00001398883,0.00001140359,0.00001660865,0.0001317153,0.00002840778,0.0004543572],"genre_scores_gemma":[0.9957795,0.0005719799,0.00224906,0.00002242798,0.000002688458,0.00001640316,0.0001841993,0.00002802811,0.001145577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004105913,"threshold_uncertainty_score":0.008164048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957416037926951,"score_gpt":0.2391630522831567,"score_spread":0.2195888919038872,"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."}}