{"id":"W1793165358","doi":"","title":"Management of veld fires by newly settled farmers and related small-scale business opportunities","year":2009,"lang":"en","type":"article","venue":"Interim","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Poverty; Business; Scale (ratio); Quarter (Canadian coin); Geography; Natural resource economics; Agricultural economics; Agroforestry; Economic growth; Environmental science; Economics; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003479534,0.00009451953,0.0001008041,0.00006510383,0.00001577107,0.00001789547,0.00007730486,0.00003372735,0.0001168671],"category_scores_gemma":[0.000001302477,0.00009483017,0.00001914089,0.000103374,0.00003409773,0.00005147277,0.00002964364,0.0000285086,0.000005358496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001592233,"about_ca_system_score_gemma":0.000001681482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008845979,"about_ca_topic_score_gemma":0.000004241844,"domain_scores_codex":[0.9995652,0.000006022256,0.000169719,0.00008941579,0.00006231685,0.0001072729],"domain_scores_gemma":[0.9998076,0.000003461749,0.00002435935,0.0001085889,0.00001973121,0.00003623484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001140485,0.0002662653,0.0007229848,0.001640444,0.0007388992,0.0001910817,0.001970166,0.00270602,0.03302813,0.0162766,0.1127664,0.8295789],"study_design_scores_gemma":[0.00514071,0.000580364,0.1119723,0.001703959,0.0003746663,0.00004267027,0.01202738,0.026207,0.04224488,0.00188736,0.7959825,0.001836261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590017,0.0008059907,0.005269047,0.0009408687,0.0004450314,0.0002618857,0.00002293553,0.0003503361,0.1329022],"genre_scores_gemma":[0.995796,0.0006606779,0.0004907582,0.00009549346,0.000004605295,0.00000516959,0.00003643098,0.00001222713,0.002898587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8277427,"threshold_uncertainty_score":0.3867062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746533286043873,"score_gpt":0.2140572882096396,"score_spread":0.1965919553492009,"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."}}