{"id":"W2001586136","doi":"10.1016/j.foreco.2012.05.004","title":"Short-term effects of firebreaks on seedling growth, nutrient concentrations and soil strength in southern Australian wet eucalypt forests","year":2012,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seedling; Environmental science; Nutrient; Agronomy; Sowing; Debris; Forestry; Biology; Ecology; Geography","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":[0.0005127027,0.0002266532,0.0003179128,0.0003774069,0.000711329,0.0005137285,0.0003542587,0.0004114414,0.001081804],"category_scores_gemma":[0.001108179,0.0002266186,0.0002534457,0.0002863535,0.0006928295,0.0004630306,0.000634272,0.0005446029,0.0001330608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297333,"about_ca_system_score_gemma":0.0004864286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06098562,"about_ca_topic_score_gemma":0.2034667,"domain_scores_codex":[0.9998314,0.00003030799,0.00001330095,0.00003590071,0.00003391796,0.00005498477],"domain_scores_gemma":[0.9986892,0.0003249792,0.0002812788,0.00006259711,0.0001658194,0.0004760704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003692134,0.0007738819,0.9395478,0.0001085589,0.0002610955,0.000585629,0.002287303,0.0006283455,0.04315353,0.00009825063,0.0001731296,0.00869034],"study_design_scores_gemma":[0.000001824479,0.0001009469,0.9994691,0.000001554699,0.000007445396,0.00001497456,0.0001735769,0.0000561795,0.000129977,0.00000672674,0.00003578489,0.000001925048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998809,0.00002765897,0.000005202773,0.000004062025,6.778829e-7,9.909941e-7,0.00001852746,4.101502e-7,0.00006152748],"genre_scores_gemma":[0.9995798,0.00002714514,0.0000174741,0.000007807868,0.000001151977,0.000003179679,0.00006804077,5.732384e-7,0.0002946371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06098562,"threshold_uncertainty_score":0.1212613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007788111469524671,"score_gpt":0.2139973976962221,"score_spread":0.2062092862266974,"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."}}