{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003569851,0.0000839866,0.00007244459,0.00005151034,0.0001417285,0.0000268127,0.0002611029,0.00004949993,0.001895325],"category_scores_gemma":[0.00000101194,0.00009043388,0.00004665789,0.000135364,0.00009851678,0.0009626026,0.0002162216,0.000052927,0.0001441237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001497838,"about_ca_system_score_gemma":0.00001460948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008104354,"about_ca_topic_score_gemma":0.004542448,"domain_scores_codex":[0.9995062,0.000009513203,0.00006883156,0.0001559643,0.00008591208,0.0001735761],"domain_scores_gemma":[0.9997244,0.0000371536,0.0000590202,0.0001378317,0.000002409849,0.00003912214],"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":[0.00009308335,0.00003254165,0.01788829,0.00009358547,0.00003795939,0.000004176465,0.002522967,0.006898103,0.00003994588,0.9431743,0.02574495,0.003470115],"study_design_scores_gemma":[0.001123718,0.00008550123,0.1186757,0.00003131455,0.00006812564,0.000001242056,0.01168166,0.01420822,0.00003388831,0.02961854,0.824048,0.0004241153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7500073,0.000004486761,0.002466294,0.003947082,0.000194339,0.0003779557,0.000005010902,0.00004742647,0.2429501],"genre_scores_gemma":[0.9138819,0.00009165377,0.0593127,0.0004300709,0.00008556879,0.0000011535,0.0001389071,0.00001851903,0.02603951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9135557,"threshold_uncertainty_score":0.9990171,"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."}}