{"id":"W4288144163","doi":"10.6084/m9","title":"Can trophic rewilding reduce the impact of fire in a more flammable world?","year":2014,"lang":"en","type":"preprint","venue":"UTAS Research Repository","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco; Polska Akademia Nauk; Centre National de la Recherche Scientifique; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Consejo Nacional de Investigaciones Científicas y Técnicas; Agence Nationale de la Recherche","keywords":"Dynamics (music); Evolutionary dynamics; Sociology; Data science; Cognitive science; Computer science; Psychology","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":[0.001097496,0.0002497018,0.0003285423,0.0005298746,0.0009749514,0.001739815,0.0003840736,0.0008972923,0.01157254],"category_scores_gemma":[0.005858425,0.00009579426,0.000165934,0.0004830417,0.001448622,0.002842954,0.001150521,0.0007420102,0.001111215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005931833,"about_ca_system_score_gemma":0.0007507653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00498309,"about_ca_topic_score_gemma":0.01687844,"domain_scores_codex":[0.9998097,0.00006294357,0.0000057937,0.00003161065,0.0000200289,0.0000699336],"domain_scores_gemma":[0.998577,0.0002800273,0.0004027951,0.0002034542,0.0001595465,0.0003771512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007798683,0.001112242,0.2275264,0.000660067,0.0002892824,0.00137911,0.01509855,0.00252085,0.00867202,0.07058784,0.03911946,0.6322543],"study_design_scores_gemma":[0.0001734112,0.0009095518,0.6179956,0.0005648244,0.0002364033,0.0008611325,0.02704341,0.003302073,0.003795342,0.1754818,0.1695152,0.0001212428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8201733,0.002540608,0.002999729,0.0492331,0.0004072365,0.00001977013,0.0002931559,0.0001207865,0.1242125],"genre_scores_gemma":[0.9891514,0.001274075,0.001784167,0.002804034,0.0001265117,0.000008501451,0.00008321897,0.00003172489,0.004736326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157254,"threshold_uncertainty_score":0.03871399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09753032185673566,"score_gpt":0.4553462558857214,"score_spread":0.3578159340289857,"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."}}