{"id":"W2909101566","doi":"10.4018/978-1-5225-6954-1.ch002","title":"Arctic Connectivity for Sustainable Development","year":2018,"lang":"en","type":"book-chapter","venue":"Practice, progress, and proficiency in sustainability","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Geopolitics; Boom; The arctic; Sustainable development; Environmental planning; Political science; Geography; Business; Engineering; Oceanography; Politics; Geology; Environmental engineering","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":[0.0005947069,0.0006985685,0.0003181763,0.0009535517,0.003751495,0.005518238,0.0005315337,0.001689969,0.03458133],"category_scores_gemma":[0.0009658203,0.0001904507,0.000316098,0.001368999,0.002095249,0.004584854,0.003798937,0.002841979,0.0103811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003949288,"about_ca_system_score_gemma":0.005111432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008008591,"about_ca_topic_score_gemma":0.01753543,"domain_scores_codex":[0.999471,0.0001867193,0.00001869608,0.00007991398,0.0001732194,0.00007037261],"domain_scores_gemma":[0.9997639,0.00007939448,0.00001687362,0.00002619813,0.00005686104,0.00005671114],"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":[0.000009898058,0.00001299039,0.0001009579,0.0002622112,0.000004508478,0.0000921739,0.003485604,0.0002714358,0.0001575562,0.7055261,0.2054764,0.0846003],"study_design_scores_gemma":[3.960596e-7,0.000001943063,0.00004664365,0.0001664198,8.946152e-7,0.00003811576,0.0002616626,0.0000201368,0.00002362918,0.01518233,0.9842563,0.000001518586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008441826,0.05628759,0.001266567,0.008912626,0.003432393,0.00001528008,0.00008866033,0.00008272062,0.9290701],"genre_scores_gemma":[0.04995912,0.1176115,0.005345016,0.005706635,0.003348779,0.00009192829,0.0003755594,0.0003986155,0.8171628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03458133,"threshold_uncertainty_score":0.1156861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643114193291604,"score_gpt":0.3556707608307844,"score_spread":0.3292396188978683,"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."}}