{"id":"W2048212026","doi":"10.14214/df.40","title":"Fuel conditions and fire behavior characteristics of managed Picea abies and Pinus sylvestris forests in Finland","year":2007,"lang":"en","type":"article","venue":"Dissertationes Forestales","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kansainvälisen Liikkuvuuden ja Yhteistyön Keskus; Suomen Kulttuurirahasto; Academy of Finland","keywords":"Picea abies; Environmental science; Forestry; Pinus <genus>; Canopy; Geography; Ecology; Botany; Biology","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":[0.0001595153,0.0001138938,0.0001593856,0.000061645,0.00007193049,0.00002238799,0.00006448964,0.00005500051,0.00003329194],"category_scores_gemma":[0.00006626957,0.0001093398,0.00001884774,0.000141676,0.0001865876,0.0002161803,0.00003251423,0.00005462986,0.000009692169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002175063,"about_ca_system_score_gemma":0.000003743885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008461875,"about_ca_topic_score_gemma":0.01571468,"domain_scores_codex":[0.9992353,0.00002179507,0.0002697064,0.0001807862,0.0001281253,0.0001642415],"domain_scores_gemma":[0.9995428,0.0001576553,0.0001134988,0.0001105904,0.00000890503,0.00006655706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002236701,0.00005944886,0.9912949,0.0001108076,0.000004380374,0.00002502025,0.001018635,0.000003297421,0.003643902,0.0003113041,0.000007872791,0.003498082],"study_design_scores_gemma":[0.00028438,0.00005219516,0.9976779,0.00006165144,0.00001885787,0.00001362188,0.0006029101,0.000372878,0.0005294419,0.0002527821,0.00001608425,0.0001172767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992333,0.0001181954,0.00002834005,0.00002171019,0.00004647277,0.0003335107,0.00003230733,0.00001390098,0.0001722726],"genre_scores_gemma":[0.9996054,0.00003153553,0.0001341633,0.000007180169,0.000006935778,0.00003859053,0.0000604525,0.00001183013,0.0001039326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0148685,"threshold_uncertainty_score":0.8769162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005302104361947577,"score_gpt":0.239716115534495,"score_spread":0.2344140111725474,"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."}}