{"id":"W7029685810","doi":"","title":"Last Days of the Arctic","year":2010,"lang":"en","type":"article","venue":"Falmouth University Research Repository (FURR) (Falmouth University)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Livelihood; Photography; Arctic ice pack; Climate change","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":["sts"],"category_scores_codex":[0.001276579,0.0002474827,0.000356413,0.0007288166,0.005775441,0.00007154377,0.002250301,0.0003367387,0.0001155936],"category_scores_gemma":[0.0005896476,0.0002292645,0.0003392624,0.002771077,0.007482717,0.0005137767,0.001194291,0.001519705,0.00006526797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005734289,"about_ca_system_score_gemma":0.001352302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02434521,"about_ca_topic_score_gemma":0.01075905,"domain_scores_codex":[0.9951639,0.001515896,0.0002325074,0.0005987296,0.001444707,0.001044227],"domain_scores_gemma":[0.9969571,0.0005161449,0.0002408752,0.0008823912,0.0009023712,0.0005011667],"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":[0.0004968566,0.0005409006,0.236033,0.0001687732,0.0004769457,0.0006783488,0.07268147,0.00001533854,0.003711538,0.6746475,0.009698194,0.0008511023],"study_design_scores_gemma":[0.001405052,0.0001566649,0.08840981,0.0001432112,0.0002086233,0.0000149381,0.1749835,0.00001977973,0.0009761244,0.000684685,0.7324335,0.0005641741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4379508,0.00004277941,0.00002816622,0.003657232,0.0008777858,0.0005672053,0.00005398153,0.0001143652,0.5567077],"genre_scores_gemma":[0.8787479,0.00007035149,0.0001154996,0.00002116705,0.0003193817,2.642481e-7,0.000002330749,0.00001756614,0.1207056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7227353,"threshold_uncertainty_score":0.9955189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874487215296427,"score_gpt":0.2943427854279723,"score_spread":0.255597913275008,"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."}}