{"id":"W2157224425","doi":"10.5558/tfc81710-5","title":"Perceptions of climate change risk to forest ecosystems and forest-based communities","year":2005,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Climate change; Forest ecology; Environmental resource management; Geography; Risk perception; Ecosystem; Forest management; Perception; Forestry; Environmental science; Ecology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007052363,0.00009713271,0.0001297528,0.00006390121,0.0008547925,0.00006282982,0.000310996,0.00005188918,0.0003497778],"category_scores_gemma":[0.00002083788,0.00007559136,0.00006025949,0.0001533344,0.0003207453,0.0001749406,0.0001132192,0.0001089635,0.0001155314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156868,"about_ca_system_score_gemma":0.00004089615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01879379,"about_ca_topic_score_gemma":0.3181938,"domain_scores_codex":[0.9989567,0.0002081237,0.0001884833,0.0001029674,0.0002214372,0.0003222199],"domain_scores_gemma":[0.9993353,0.00009169135,0.00009164559,0.0003318364,0.00004426651,0.000105205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000935922,0.0003132235,0.6833491,0.0001517314,0.00004981116,0.000001078536,0.1385395,0.01646744,0.00005689226,0.07623516,0.005996611,0.07874581],"study_design_scores_gemma":[0.0009954263,0.0002742921,0.6860754,0.0001376715,0.00007758362,0.000001251175,0.0675292,0.02883743,0.00001608134,0.0009622662,0.2147784,0.0003149979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886404,0.0001407691,0.0002221606,0.003633351,0.00008323568,0.0005964501,0.00004720141,0.00007291887,0.006563468],"genre_scores_gemma":[0.9969861,0.001697292,0.0002432714,0.0004165539,0.0002909691,0.0001143539,0.000007436842,0.00001247158,0.0002315684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2994,"threshold_uncertainty_score":0.9877402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03581512311102791,"score_gpt":0.3109755737990069,"score_spread":0.275160450687979,"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."}}