{"id":"W2797637101","doi":"10.7939/r3v14g","title":"Developing adaptation strategies for forest management under uncertain future climate","year":2010,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental resource management; Adaptation (eye); Climate change adaptation; Forest management; Environmental planning; Climate change; Geography; Business; Environmental science; Forestry; Ecology; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00231079,0.0006029484,0.0004180663,0.0006700641,0.0006103491,0.001449378,0.001346276,0.0007900941,0.00200815],"category_scores_gemma":[0.004239918,0.0003548972,0.0004842209,0.0005562699,0.0005636641,0.001672526,0.001351998,0.0009570631,0.0002396592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881349,"about_ca_system_score_gemma":0.003322491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02457098,"about_ca_topic_score_gemma":0.03704417,"domain_scores_codex":[0.9993194,0.0002591046,0.00002659792,0.0001414504,0.0001089751,0.000144443],"domain_scores_gemma":[0.9990268,0.0004539363,0.0001715992,0.00008138458,0.0001893828,0.00007691557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000247561,0.00006146302,0.005192614,0.0000861753,0.00007743002,0.0001049638,0.0002883563,0.9199501,0.001179051,0.01515224,0.001310505,0.05657245],"study_design_scores_gemma":[0.000009893312,0.00004695461,0.00250745,0.00005657135,0.00004735747,0.00003048416,0.0008137823,0.9698219,0.0004829059,0.02285626,0.003302095,0.00002437991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2029513,0.001076255,0.7597175,0.003649324,0.00008017055,0.0004620559,0.0002884559,0.0005333967,0.03124162],"genre_scores_gemma":[0.8854221,0.0007423112,0.1107879,0.0002448382,0.00002475484,0.0002342053,0.000163644,0.00006627255,0.002314071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02457098,"threshold_uncertainty_score":0.0488559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170175559451941,"score_gpt":0.1981088677617035,"score_spread":0.1864071121671841,"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."}}