{"id":"W4407712052","doi":"10.5771/9780739132807","title":"On Thin Ice","year":2009,"lang":"en","type":"book","venue":"Lexington Books","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Environmental science","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":[0.0001996134,0.0004132389,0.0002067374,0.0006161192,0.003852894,0.002852203,0.0004359932,0.0007859478,0.02282962],"category_scores_gemma":[0.0005860201,0.0001267645,0.0001979511,0.0006946092,0.002551321,0.003854818,0.001497564,0.002008196,0.004902727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002467524,"about_ca_system_score_gemma":0.002594949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02070236,"about_ca_topic_score_gemma":0.05483082,"domain_scores_codex":[0.9998145,0.00005276419,0.000004925056,0.00002515325,0.00006201674,0.00004082651],"domain_scores_gemma":[0.9998885,0.00003977865,0.00000643744,0.00001134892,0.00003121351,0.00002267678],"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":[0.00001549687,0.00002024566,0.0002642616,0.000103515,0.000003840355,0.0002457546,0.0122083,0.000147706,0.0002671108,0.565371,0.3408211,0.08053183],"study_design_scores_gemma":[6.569803e-7,0.000004289773,0.0001923571,0.0001003274,0.00000109831,0.00005553187,0.00191233,0.00003973277,0.00005643833,0.01381368,0.9838217,0.000001877786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003052327,0.01359353,0.0006665395,0.008422337,0.00203489,0.0000206506,0.00005202153,0.0000366081,0.9721211],"genre_scores_gemma":[0.03337431,0.009396309,0.000636481,0.00356735,0.0005217696,0.00002885859,0.00007669585,0.00007593009,0.9523224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02282962,"threshold_uncertainty_score":0.07637268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149066673751506,"score_gpt":0.3136827232022865,"score_spread":0.2821920564647714,"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."}}