{"id":"W2618965216","doi":"","title":"The role of Northern Eurasia in global sustainability research of Future Earth","year":2017,"lang":"en","type":"article","venue":"Japan Geoscience Union","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"Earth (classical element); Sustainability; Earth science; Astrobiology; Global change; Geography; Earth system science; Geology; Environmental resource management; Environmental science; Climate change; Oceanography; 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":[0.01289947,0.0002695264,0.0003354133,0.0008006159,0.001584285,0.003811684,0.0005148273,0.0008605558,0.002022951],"category_scores_gemma":[0.005311452,0.0001135098,0.0002028432,0.001343784,0.003615264,0.005559288,0.002148572,0.001054178,0.00008260509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00359312,"about_ca_system_score_gemma":0.01200883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01320265,"about_ca_topic_score_gemma":0.01576454,"domain_scores_codex":[0.9981615,0.001169067,0.0001118585,0.0001638931,0.0001474344,0.000246256],"domain_scores_gemma":[0.9951913,0.002442424,0.0004852858,0.0004130716,0.000932458,0.0005354063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005965112,0.0001443655,0.04439838,0.00103657,0.0001668279,0.0008546051,0.02431533,0.00163351,0.006079414,0.6455468,0.005203796,0.2700239],"study_design_scores_gemma":[0.00010417,0.000406384,0.1765704,0.004351343,0.0003887552,0.0008761753,0.06256139,0.002027263,0.006006159,0.3411009,0.4055275,0.00007947365],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6263604,0.07808094,0.004286693,0.0564397,0.0008000898,0.00003866357,0.0001721286,0.0000289918,0.2337924],"genre_scores_gemma":[0.9798042,0.01140792,0.001958962,0.001704326,0.0001087533,0.00003198705,0.00003419231,0.000009294517,0.00494048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01320265,"threshold_uncertainty_score":0.06821972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641550750307548,"score_gpt":0.3848103143050044,"score_spread":0.3583948068019289,"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."}}