{"id":"W4205333705","doi":"10.20944/preprints202201.0007.v1","title":"Biochar Rescues Native Trees in a Global Biodiversity Hotspot","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Allelopathy and phytotoxic interactions","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biochar; Allelopathy; Biodiversity; Biology; Introduced species; Native plant; Invasive species; Acacia; Biomass (ecology); Botany; Agroforestry; Agronomy; Ecology; Chemistry; Germination; 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":[0.00007632036,0.0002358557,0.0002620416,0.0001571282,0.0002195178,0.0002654914,0.000225891,0.0002462143,0.0008097289],"category_scores_gemma":[0.0001024885,0.00008417132,0.0001687312,0.0001081021,0.0001172494,0.0001437725,0.0002636978,0.0002603629,0.0001311103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689188,"about_ca_system_score_gemma":0.0002199798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086173,"about_ca_topic_score_gemma":0.01073253,"domain_scores_codex":[0.9999586,0.000005064742,0.000002357832,0.00001018396,0.000009881667,0.00001380938],"domain_scores_gemma":[0.9998997,0.000008565356,0.00002851872,0.000009101745,0.00001498072,0.00003904524],"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":[0.0001482172,0.00008226842,0.004121404,0.0000690405,0.00001737995,0.00009224562,0.00004383889,0.0001859172,0.9886175,0.00003642005,0.00007328383,0.006512513],"study_design_scores_gemma":[0.00007355593,0.00388831,0.3147668,0.00005155484,0.0001430366,0.0007607879,0.0009924294,0.003283632,0.6632614,0.0002949654,0.0124564,0.0000271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988304,0.0004361702,0.0002324175,0.00005614949,0.000009578153,0.000006117298,0.00004045133,0.00003901573,0.000349759],"genre_scores_gemma":[0.9972966,0.0003904894,0.0008387173,0.00006766883,0.000005057695,0.000008525306,0.0001121924,0.000008986802,0.001271711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002086173,"threshold_uncertainty_score":0.004148066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133888134788321,"score_gpt":0.3200251914909653,"score_spread":0.2066363780121332,"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."}}