{"id":"W2942903851","doi":"10.1007/s13595-019-0827-x","title":"Forest adaptation to climate change—is non-management an option?","year":2019,"lang":"en","type":"article","venue":"Annals of Forest Science","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Forest management; Climate change; Environmental resource management; Forest restoration; Adaptation (eye); Business; Environmental science; Forest ecology; Agroforestry; Ecology; Ecosystem; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005866823,0.0001874655,0.0003845382,0.000332629,0.001450109,0.003210929,0.001295836,0.002679387,0.01107831],"category_scores_gemma":[0.008924144,0.00008341415,0.0002799237,0.0006069185,0.004222734,0.003858586,0.001444334,0.001849119,0.0006026582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204044,"about_ca_system_score_gemma":0.00160977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057052,"about_ca_topic_score_gemma":0.002219044,"domain_scores_codex":[0.996778,0.001750635,0.0001110352,0.000292088,0.0005959464,0.0004725086],"domain_scores_gemma":[0.991787,0.003952478,0.001192699,0.00100871,0.001140544,0.0009185235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004853981,0.0006162176,0.06044105,0.001443627,0.0001330965,0.003542076,0.003067425,0.004490674,0.002674785,0.3707767,0.04805256,0.5042762],"study_design_scores_gemma":[0.0000508136,0.0003602105,0.09718048,0.002133992,0.00007852328,0.00372984,0.01368296,0.006018761,0.001612338,0.5252675,0.3497629,0.0001216958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1917929,0.03294513,0.01249809,0.5625308,0.002757898,0.00007385734,0.0002674731,0.0001171162,0.1970168],"genre_scores_gemma":[0.980499,0.004893185,0.001382693,0.00871019,0.0009529803,0.00003139761,0.00005039922,0.00001749613,0.003462762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01107831,"threshold_uncertainty_score":0.03706062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855647128014864,"score_gpt":0.3202506013468175,"score_spread":0.2716941300666689,"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."}}