{"id":"W7053160719","doi":"","title":"Sustainable development in northern timberline forests. Proceedings of the Timberline Workshop, May 10-11, 1998 in Whitehorse, Canada.","year":2015,"lang":"en","type":"article","venue":"Jukuri (Natural Resources Institute Finland (Luke))","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainability; Work (physics); Vegetation (pathology); Climate change","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":[],"consensus_categories":[],"category_scores_codex":[0.0002211894,0.0003136099,0.0003645427,0.0001634657,0.00005700747,0.00005118228,0.000428105,0.0001342224,0.000006042495],"category_scores_gemma":[0.00009885662,0.000238422,0.00005206603,0.0007987183,0.00005446568,0.0002654204,0.0001734912,0.0004152126,0.000005643761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006597943,"about_ca_system_score_gemma":0.0002539017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01451982,"about_ca_topic_score_gemma":0.6253093,"domain_scores_codex":[0.9982694,0.000007081726,0.0004763943,0.0002506523,0.0004162114,0.0005802478],"domain_scores_gemma":[0.9994444,0.00003021149,0.00008154043,0.0001952196,0.0001102747,0.0001384176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002315267,0.0001809868,0.2933975,0.001133942,0.0001509628,0.0002110395,0.009430205,0.6588719,0.0003960734,0.001753944,0.02731092,0.006930962],"study_design_scores_gemma":[0.000951089,0.0000132884,0.05303543,0.0002680086,0.00001111846,0.000009936954,0.0006845334,0.02693341,0.000321412,0.00004252155,0.9172897,0.0004395165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906119,0.0004144579,0.000006613403,0.0001656041,0.0003819689,0.0002881575,0.000005447286,0.00005669932,0.008069216],"genre_scores_gemma":[0.9942726,0.0000113374,0.0002087324,0.00002377594,0.0001439601,0.00002141826,0.00002146486,0.00005507849,0.005241561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8899788,"threshold_uncertainty_score":0.9920426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007493804682796466,"score_gpt":0.1868528664475881,"score_spread":0.1793590617647916,"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."}}