{"id":"W7045629252","doi":"","title":"Arctic sustainability, key methodologies and knowledge domains a synthesis of knowledge I","year":2020,"lang":"en","type":"other","venue":"","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Indigenous; Arctic; Sustainability science; Traditional knowledge; Sustainable development; Systems thinking; The arctic","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009120202,0.001086397,0.0009603405,0.007358626,0.003838961,0.02200418,0.001335971,0.001875202,0.006723148],"category_scores_gemma":[0.009457252,0.0004131778,0.0006433332,0.0131995,0.00831355,0.01484669,0.005699516,0.002950636,0.001720936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01004997,"about_ca_system_score_gemma":0.01361042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007259206,"about_ca_topic_score_gemma":0.007640239,"domain_scores_codex":[0.9929524,0.004796096,0.0004282178,0.0005101066,0.00102976,0.0002833501],"domain_scores_gemma":[0.9941772,0.004158754,0.0002013482,0.0003460122,0.0008962522,0.000220411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002301639,0.00002606517,0.0003866237,0.003344403,0.00003559786,0.0001448288,0.01381776,0.0007288287,0.0002726736,0.7386124,0.06280078,0.1798071],"study_design_scores_gemma":[0.000002149694,0.000008101594,0.0003304741,0.00630465,0.00001113704,0.0001048933,0.01562678,0.0003455128,0.0001635019,0.1307565,0.846337,0.000009306718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003689367,0.3446741,0.0519555,0.04765782,0.008960866,0.0002698608,0.0008534237,0.0003550458,0.541584],"genre_scores_gemma":[0.1738617,0.5797883,0.1267824,0.01374288,0.005446266,0.001748694,0.002917675,0.0005633113,0.09514877],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02200418,"threshold_uncertainty_score":0.072918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371461682657292,"score_gpt":0.3905375629098045,"score_spread":0.3268229460832315,"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."}}