{"id":"W1974879429","doi":"10.4996/fireecology.0701107","title":"Your Fire Management Career—Make It Count!","year":2011,"lang":"en","type":"article","venue":"Fire Ecology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; U.S. Fish and Wildlife Service; South Carolina Department of Natural Resources","keywords":"Competitor analysis; Public relations; Ecology; Business; Psychology; Political science; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004061825,0.00119061,0.00105321,0.001255362,0.01199816,0.01733181,0.00206585,0.006879799,0.0616289],"category_scores_gemma":[0.02557932,0.0004629338,0.0007475502,0.0009672213,0.003502513,0.01363191,0.008454117,0.0163912,0.07547457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049257,"about_ca_system_score_gemma":0.005077115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003223455,"about_ca_topic_score_gemma":0.005221478,"domain_scores_codex":[0.9954262,0.001075927,0.00015539,0.0004784447,0.00192827,0.0009357661],"domain_scores_gemma":[0.9779267,0.001460222,0.0008012678,0.0007281978,0.006298569,0.01278513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009182048,0.00004073987,0.0003035641,0.00004857109,0.000004247921,0.00005613621,0.0006839338,0.00001247034,0.0000736258,0.002510221,0.9709446,0.02531267],"study_design_scores_gemma":[0.000005172617,0.00003908824,0.0003909528,0.0002513771,0.00000336424,0.000122421,0.003162752,0.0000322936,0.00005209322,0.002299517,0.993622,0.00001900699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001531285,0.01217787,0.001550929,0.7638608,0.1574353,0.00010743,0.0001117899,0.000494741,0.06272995],"genre_scores_gemma":[0.03286192,0.02356837,0.006696043,0.3989305,0.06325544,0.0004893133,0.0004648728,0.001069176,0.4726644],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0616289,"threshold_uncertainty_score":0.2061692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903562726540076,"score_gpt":0.2107715586324918,"score_spread":0.191735931367091,"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."}}