{"id":"W2898694677","doi":"10.1071/wf17150","title":"The wildfire within: gender, leadership and wildland fire culture","year":2018,"lang":"en","type":"article","venue":"International Journal of Wildland Fire","topic":"Adventure Sports and Sensation Seeking","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Normative; Excellence; Leadership studies; Public relations; Organizational culture; Leadership style; Political science; Sociology; Psychology; Social psychology","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":[0.0004260832,0.0001618221,0.0001833993,0.0000580532,0.0002730234,0.0001662955,0.0003841645,0.0001344843,0.0001837624],"category_scores_gemma":[0.00007769634,0.00009698654,0.0001089448,0.00007587407,0.0002600901,0.0002139184,0.0000408084,0.0003719146,0.00002284214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760915,"about_ca_system_score_gemma":0.00004880075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003987704,"about_ca_topic_score_gemma":0.00003851403,"domain_scores_codex":[0.9985404,0.00005427799,0.0005194155,0.0001797734,0.0004941734,0.0002119513],"domain_scores_gemma":[0.9987188,0.00008548726,0.0005649136,0.0001578447,0.0003577772,0.0001151555],"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":[0.00248195,0.0004261795,0.3078956,0.0000234856,0.002920558,0.001545706,0.09351078,0.0001918518,0.000209553,0.008104059,0.2729336,0.3097567],"study_design_scores_gemma":[0.003562157,0.0006854455,0.1043601,0.0002765009,0.000123979,0.005918516,0.01675064,0.001700922,0.0000209524,0.003552668,0.8625841,0.0004640024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738357,0.004953746,0.000323869,0.01020397,0.006677289,0.0001176252,0.00001276148,0.00002498689,0.003850026],"genre_scores_gemma":[0.9905686,0.0002354667,0.0001298576,0.001653214,0.003366686,0.000001616139,0.000007299579,0.00001852695,0.004018779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5896505,"threshold_uncertainty_score":0.3954996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05154782369885555,"score_gpt":0.3223977439879416,"score_spread":0.2708499202890861,"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."}}