{"id":"W3059916","doi":"10.1007/978-0-387-21629-4_4","title":"Eurasian Perspective of Fire: Dimension, Management, Policies, and Scientific Requirements","year":2000,"lang":"en","type":"book-chapter","venue":"Ecological studies","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Taiga; Boreal; Geography; Forestry; Agroforestry; Land area; Stock (firearms); Carbon stock; Forest cover; Environmental science; Ecology; Climate change; Agricultural science; Biology; Archaeology","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":[0.001163321,0.0005120717,0.0003248199,0.0006050959,0.001047153,0.002742196,0.000517885,0.001039425,0.006305526],"category_scores_gemma":[0.0008281593,0.0001479459,0.0002076438,0.001265044,0.001871947,0.003707205,0.0007963125,0.003230007,0.0006250732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974716,"about_ca_system_score_gemma":0.001861631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008795149,"about_ca_topic_score_gemma":0.01707272,"domain_scores_codex":[0.9996661,0.0001130613,0.00002157694,0.0000581869,0.00008715907,0.00005394336],"domain_scores_gemma":[0.9997088,0.0000884927,0.00003164927,0.00001957987,0.00009704749,0.00005433259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000760809,0.00004913923,0.0006299745,0.0002699603,0.00002560738,0.0001965324,0.003557923,0.000946325,0.0007689837,0.8540444,0.03003602,0.109399],"study_design_scores_gemma":[0.000009560344,0.00002176565,0.002806519,0.0003815482,0.00001459445,0.000419258,0.001362686,0.0005279079,0.0002582641,0.1870589,0.8071287,0.00001021378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02056163,0.1675885,0.01476425,0.06516359,0.006508049,0.00001527012,0.0001279266,0.00003773433,0.7252331],"genre_scores_gemma":[0.3336149,0.1489397,0.01959685,0.01339479,0.006266974,0.00008604693,0.0002037086,0.0001946913,0.4777023],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008795149,"threshold_uncertainty_score":0.02109402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012726103157349,"score_gpt":0.26858642300505,"score_spread":0.2384591619734765,"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."}}