{"id":"W4248089364","doi":"10.4337/9781788978972.00018","title":"China–Arctic Ocean Passage","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Arctic; Beijing; Proclamation; Geography; Oceanography; The arctic; Arctic ice pack; Resource (disambiguation); Economy; Political science; Geology; Archaeology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001040951,0.0005560375,0.0007264417,0.0002041698,0.001607979,0.001572091,0.00119908,0.0007895553,0.0006040239],"category_scores_gemma":[0.001351096,0.0005248701,0.0004289753,0.00005407696,0.0009283233,0.0006237997,0.0005679617,0.001703853,0.000391793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099665,"about_ca_system_score_gemma":0.0007280433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004519021,"about_ca_topic_score_gemma":0.001583679,"domain_scores_codex":[0.9964991,0.0001425423,0.0005442225,0.0007845722,0.001232136,0.0007974918],"domain_scores_gemma":[0.9981101,0.0001916608,0.0004507143,0.0005026175,0.0001642301,0.0005807193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008331763,0.000004559562,0.00002803287,0.00005288841,0.000160398,0.00004853619,0.01344111,1.409167e-7,1.82993e-7,0.6497082,0.328981,0.007566656],"study_design_scores_gemma":[0.000157317,0.000034307,0.0001514189,0.0001858638,0.00009767542,0.000002848807,0.000555609,0.00000118068,9.446762e-7,0.1626934,0.8356077,0.0005117508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005044707,0.0003561093,0.00003370688,0.05854034,0.001382448,0.000480271,0.00005523743,0.0005416738,0.9386052],"genre_scores_gemma":[0.08825723,0.0001490023,0.0002811063,0.003092058,0.005770019,0.000009887839,0.00003273384,0.0001454756,0.9022625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5066267,"threshold_uncertainty_score":0.9997203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108142925551681,"score_gpt":0.2676458867240576,"score_spread":0.2365644574685408,"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."}}