{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001845029,0.0002210776,0.0002932521,0.00021969,0.003542084,0.0002554669,0.00164118,0.0003926618,0.000259078],"category_scores_gemma":[0.0006884349,0.0001702994,0.0001042066,0.0009381968,0.004737425,0.0002859574,0.0003063166,0.000718359,0.001431867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003403505,"about_ca_system_score_gemma":0.001472458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002113851,"about_ca_topic_score_gemma":0.001163242,"domain_scores_codex":[0.9963083,0.0001874721,0.0002288651,0.0006637573,0.001519395,0.001092196],"domain_scores_gemma":[0.9988496,0.0001135516,0.0002103459,0.0004701182,0.0002187587,0.0001376747],"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":[6.34852e-7,0.000003153708,0.0000442686,0.0000255465,0.00000672856,0.00001796261,0.006396812,5.1404e-8,0.000005161555,0.0007972425,0.9923766,0.0003258466],"study_design_scores_gemma":[0.0000356923,0.00003226277,0.0001459454,0.00009172512,0.00001022454,0.000002892146,0.0007842837,0.00000296209,0.00003043278,0.002644981,0.9959697,0.0002489676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001676381,0.0001039483,0.00003905321,0.6734947,0.001492365,0.000431076,0.0000248133,0.0001325442,0.3241139],"genre_scores_gemma":[0.06966963,0.000144506,0.0008678433,0.7769364,0.03640404,0.0001568835,0.00000411599,0.00004816995,0.1157685],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2083454,"threshold_uncertainty_score":0.9993457,"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."}}