{"id":"W6889812277","doi":"10.26164/leopoldina_04_00305","title":"The global Arctic: The sustainability of communities in the context of changing ocean systems : G7 Science Academies' Statement 2018","year":2018,"lang":"en","type":"article","venue":"Open MIND","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Citizen science; Summit; Context (archaeology); Sustainability science; USable; Sociology of scientific knowledge; Arctic; Diversity (politics)","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":[0.01419093,0.0008697672,0.001044755,0.001799993,0.008378045,0.01385252,0.002703968,0.02975581,0.006466246],"category_scores_gemma":[0.02366156,0.0006341901,0.001265196,0.002318095,0.01132129,0.005523924,0.01343273,0.01755672,0.002472836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0104366,"about_ca_system_score_gemma":0.08096215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1619196,"about_ca_topic_score_gemma":0.1683144,"domain_scores_codex":[0.9888629,0.001874527,0.0008776012,0.0007622698,0.004790927,0.00283178],"domain_scores_gemma":[0.978824,0.006466947,0.0009986374,0.001088698,0.007788302,0.004833481],"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":[0.00005003262,0.00004146427,0.001123701,0.0005968358,0.0000388568,0.0003859317,0.001976785,0.0005216906,0.0005080228,0.176382,0.766157,0.05221764],"study_design_scores_gemma":[0.000006067927,0.00001098693,0.0008845313,0.0006454595,0.000009941548,0.00005032789,0.0006817476,0.00007845958,0.000136892,0.01666071,0.9808002,0.00003475996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00297448,0.03434047,0.002623144,0.7818494,0.03551862,0.0001677129,0.001292841,0.0001459475,0.1410873],"genre_scores_gemma":[0.1453917,0.09414899,0.02074181,0.5686478,0.03183859,0.001033911,0.003691316,0.0004822846,0.1340236],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1619196,"threshold_uncertainty_score":0.3219544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105406727799155,"score_gpt":0.2996340028875253,"score_spread":0.2685799356095337,"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."}}