{"id":"W1970747536","doi":"10.1080/00139157.2012.711663","title":"The Arctic: Past or Prologue?","year":2012,"lang":"en","type":"article","venue":"Environment Science and Policy for Sustainable Development","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prologue; Arctic; The arctic; History; Oceanography; Geology; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003393509,0.0001263869,0.0001058715,0.0001084688,0.008314638,0.0001451444,0.0003288227,0.00004180655,0.00002061646],"category_scores_gemma":[0.0008772167,0.00007338047,0.00002279551,0.0003681553,0.002583708,0.0004606996,0.0002790768,0.0000649485,0.00002571526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008420535,"about_ca_system_score_gemma":0.001084339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006659908,"about_ca_topic_score_gemma":0.00007449955,"domain_scores_codex":[0.9975386,0.00004546712,0.0001792763,0.0002143583,0.0005410782,0.001481164],"domain_scores_gemma":[0.9991845,0.0002200534,0.00007445019,0.0001483256,0.00006048706,0.0003121913],"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":[0.00007848419,0.0001214367,0.01970137,0.00006454667,0.00004292469,0.000002904346,0.1377156,0.000003248997,0.000008602189,0.7696367,0.01451276,0.05811151],"study_design_scores_gemma":[0.0001264421,0.0000318585,0.03681638,0.000003332827,0.000005613397,0.000001473976,0.04544486,0.000001619297,0.00005421918,0.002131165,0.9152585,0.0001245803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3369885,0.003875502,0.002457505,0.4426846,0.001006322,0.009429052,0.000009495381,0.0002815058,0.2032676],"genre_scores_gemma":[0.9371415,0.0006643478,0.001174414,0.000988237,0.0005244942,0.000320487,6.152566e-7,0.000008177425,0.05917769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9007457,"threshold_uncertainty_score":0.9929764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079325141591806,"score_gpt":0.3031846501423366,"score_spread":0.2823913987264186,"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."}}