{"id":"W2906406767","doi":"10.1126/science.aaw0443","title":"Protect Third Pole's fragile ecosystem","year":2018,"lang":"en","type":"letter","venue":"Science","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Ecosystem; Environmental science; Ecology; Biology","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":[0.003320541,0.0005294179,0.0005555414,0.0003175221,0.006711447,0.003192242,0.001387924,0.03554858,0.0108683],"category_scores_gemma":[0.01019296,0.000248329,0.0005538086,0.000237421,0.004057905,0.00414538,0.00483056,0.02592528,0.004603915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003407961,"about_ca_system_score_gemma":0.009223862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007095569,"about_ca_topic_score_gemma":0.01461576,"domain_scores_codex":[0.9980453,0.0004882741,0.0001002528,0.0002451921,0.0004382356,0.0006826843],"domain_scores_gemma":[0.9951652,0.001400975,0.0002644781,0.0004285665,0.0006882511,0.002052488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002960858,0.00004565823,0.001345368,0.00007115456,0.00001181681,0.002215441,0.0008240713,0.00003429556,0.0005422324,0.01644853,0.9570165,0.02141538],"study_design_scores_gemma":[0.00002539127,0.0000425696,0.00146301,0.0002036718,0.000008019489,0.001589112,0.001250265,0.00008822729,0.0001846131,0.01142976,0.9836978,0.00001759666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002775184,0.003191267,0.0002420235,0.9627814,0.01049296,0.00002752879,0.0000763659,0.00005386531,0.0203595],"genre_scores_gemma":[0.02245874,0.001624502,0.0003830162,0.9494727,0.008704436,0.00006628829,0.00005273363,0.00002857388,0.01720907],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03554858,"threshold_uncertainty_score":0.03635812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029477220769184,"score_gpt":0.3207813197485287,"score_spread":0.2913040989793447,"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."}}