{"id":"W2027628334","doi":"10.1029/01eo00202","title":"Initiative to protect Canada's western boreal forest faces challenges from resource development","year":2001,"lang":"en","type":"article","venue":"Eos","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taiga; Boreal; Geography; Wetland; Waterfowl; Marsh; Habitat; Biodiversity; Bog; Ecology; Agroforestry; Forestry; Peat; Environmental science; Archaeology","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":[0.00007220384,0.0001126617,0.00009598209,0.0000156009,0.00009895727,0.00002009385,0.0001922445,0.00002332665,0.0001649755],"category_scores_gemma":[0.0000097208,0.0000925152,0.00001260206,0.00006880744,0.00002018119,0.00005114425,0.0001747348,0.00005682974,0.0002006894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667554,"about_ca_system_score_gemma":0.000020745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2025661,"about_ca_topic_score_gemma":0.9163401,"domain_scores_codex":[0.9990779,0.00002868764,0.0001154838,0.0002532827,0.0002948148,0.0002298253],"domain_scores_gemma":[0.9996912,0.00002242246,0.00002387941,0.0001452526,0.000002443623,0.0001148043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004282498,0.00007271764,0.6148018,0.000008295558,0.00004233087,0.0001328142,0.005365298,0.0008255929,0.00003135914,0.000008590013,0.04948006,0.3291883],"study_design_scores_gemma":[0.00007218413,0.00001767667,0.520182,0.00001128765,0.000001757191,4.519743e-7,0.000248843,0.00001242847,0.0000977545,0.00001612235,0.4792552,0.00008437624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910899,0.0000886585,0.00022733,0.004414127,0.00003973667,0.0004189612,0.00000714972,0.00003354959,0.08387149],"genre_scores_gemma":[0.9965092,0.00002406383,0.0003453212,0.001324588,0.00006484836,0.00008822188,0.00001322085,0.000009958886,0.001620558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.713774,"threshold_uncertainty_score":0.8027442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374519231236624,"score_gpt":0.2084475511885394,"score_spread":0.1847023588761731,"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."}}