{"id":"W1977048415","doi":"10.5558/tfc81662-5","title":"Disturbing forest disturbances","year":2005,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Disturbance (geology); Climate change; Ecology; Natural (archaeology); Adaptation (eye); Forest ecology; Environmental resource management; Ecoforestry; Ecosystem; Work (physics); Agroforestry; Geography; Environmental science; Forest restoration; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001222576,0.0001034683,0.00009730082,0.000002913885,0.0007540258,0.00003507668,0.0003630546,0.00005451018,0.0003065541],"category_scores_gemma":[0.00002103495,0.00002967359,0.00007724127,0.000127989,0.0002453047,0.000127208,0.0001543346,0.0001183838,0.0003234821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000423495,"about_ca_system_score_gemma":0.000005356067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001497214,"about_ca_topic_score_gemma":0.005682589,"domain_scores_codex":[0.9992971,0.00002668627,0.0001031689,0.0001671099,0.0001105619,0.0002953638],"domain_scores_gemma":[0.9997025,0.0001250035,0.00004810455,0.00006482255,0.00001848568,0.00004109857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007338039,0.0001686623,0.9016306,0.00000787351,0.00006512317,0.000007083863,0.000332218,0.0002766283,0.001455386,0.004850688,0.03817527,0.05295713],"study_design_scores_gemma":[0.0001141331,0.00009954334,0.8633311,0.000005134874,0.00001243666,0.000006120164,0.0002198601,0.0001591417,0.0003186977,0.0008521596,0.1347745,0.0001071714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863548,0.0009933519,0.000001014099,0.009967218,0.0001024543,0.000112575,0.00001945973,0.00007579748,0.002373386],"genre_scores_gemma":[0.9980854,0.00005180323,0.00002109658,0.0004765506,0.0005152469,0.00000924808,0.00001803789,4.539269e-7,0.000822166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09659921,"threshold_uncertainty_score":0.5799432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168016947484294,"score_gpt":0.2057906799839707,"score_spread":0.1889889852355413,"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."}}