{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003512791,0.000276321,0.0003615629,0.0001113388,0.001003114,0.00006713197,0.000384277,0.0004461004,0.0002836914],"category_scores_gemma":[0.0001600147,0.0002456048,0.0001884995,0.00003895225,0.0004997662,0.0000500083,0.00005985714,0.0005842558,0.0008758946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004185101,"about_ca_system_score_gemma":0.000638365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009100852,"about_ca_topic_score_gemma":0.001064235,"domain_scores_codex":[0.9982581,0.00009531772,0.000229684,0.0003597598,0.0005873826,0.0004697854],"domain_scores_gemma":[0.999067,0.0002691356,0.0001896754,0.0002864721,0.00004137827,0.0001463095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005350576,0.000006888866,7.703132e-7,0.000006565486,0.00002035977,0.000008248767,0.005214155,8.231261e-7,6.120857e-8,0.4881586,0.5035725,0.003005693],"study_design_scores_gemma":[0.00006939434,0.00005401641,0.00001941959,0.0001420175,0.000022243,3.172288e-7,0.0001480779,6.857812e-7,0.000001487323,0.2838446,0.7154872,0.0002105284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004568637,0.000347039,0.00001765812,0.008251798,0.0003257866,0.0002482884,0.000006725719,0.0002235173,0.9905746],"genre_scores_gemma":[0.00142948,0.0002417959,0.0001003373,0.007023217,0.002125815,0.000007019185,0.000006007276,0.00003362392,0.9890327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2119147,"threshold_uncertainty_score":0.9999996,"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."}}