{"id":"W2138900979","doi":"10.14430/arctic443","title":"Social Impact Assessment along Russia's Northern Sea Route: Petroleum Transport and the Arctic Operational Platform (ARCOP)","year":2010,"lang":"en","type":"article","venue":"ARCTIC","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"Lapin Yliopisto; Oulun Yliopisto","keywords":"Arctic; Indigenous; Petroleum; European union; The arctic; Business; Environmental resource management; Environmental planning; Environmental protection; Geography; Political science; Oceanography; Environmental science; International trade; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001169814,0.0001630682,0.0001546327,0.0008886694,0.0007316539,0.0009157961,0.0002505924,0.0002997469,0.001046739],"category_scores_gemma":[0.001139634,0.00007966473,0.0003221025,0.001418611,0.0003592952,0.0004911,0.001209972,0.0002753558,0.00006742345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002918607,"about_ca_system_score_gemma":0.003561869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1219322,"about_ca_topic_score_gemma":0.128208,"domain_scores_codex":[0.9991618,0.0004551747,0.00002126843,0.0000370673,0.0002248386,0.00009978362],"domain_scores_gemma":[0.9995434,0.0001502068,0.00008843401,0.00002114454,0.0001299536,0.00006688228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001004466,0.0007971158,0.5786383,0.001037938,0.0006724321,0.003542083,0.0225631,0.1334767,0.005558165,0.07707632,0.0171187,0.1585147],"study_design_scores_gemma":[0.00005154188,0.0006782775,0.894796,0.0002519435,0.0001679782,0.0002719305,0.03563052,0.02004504,0.002714793,0.005436992,0.03989295,0.00006208126],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772159,0.0002813781,0.0006769973,0.0006124814,0.0000205732,0.00004197285,0.000616702,0.000004604773,0.02052932],"genre_scores_gemma":[0.995946,0.0004901438,0.0008824639,0.00002342009,0.000008685546,0.00004087548,0.0004398405,0.000003488204,0.002165186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1219322,"threshold_uncertainty_score":0.2424449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696275761477171,"score_gpt":0.3343452401037669,"score_spread":0.3173824824889951,"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."}}