{"id":"W4213030890","doi":"10.14430/arctic68031","title":"Books Received and Papers to Appear in Arctic","year":2019,"lang":"en","type":"article","venue":"ARCTIC","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Oceanography; Environmental science; Physical geography; Geography; Climatology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004086578,0.000803227,0.001228008,0.003861999,0.002299119,0.005394925,0.0007331955,0.0008182809,0.5639024],"category_scores_gemma":[0.001268803,0.0003554205,0.0006142667,0.007912504,0.0004100896,0.00161317,0.001213867,0.00091448,0.3745637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534681,"about_ca_system_score_gemma":0.003524919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01379801,"about_ca_topic_score_gemma":0.04549356,"domain_scores_codex":[0.9996862,0.00002752873,0.00001504233,0.00004531484,0.0001807465,0.00004508762],"domain_scores_gemma":[0.999316,0.00008127991,0.00003421521,0.00005198794,0.0002903047,0.0002262097],"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":[0.00006305665,0.00003810955,0.0003641646,0.0004005735,0.00001373565,0.0001072802,0.0002000286,0.000203915,0.0003733319,0.005305365,0.8886091,0.1043214],"study_design_scores_gemma":[0.000003636074,0.00001051291,0.001101074,0.0001469245,0.000005060253,0.00003107788,0.0001449629,0.00002291672,0.00005812877,0.0004944535,0.9979772,0.000003988247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002249251,0.02244608,0.000209489,0.002973162,0.0175715,0.00002253944,0.003616598,0.0001954123,0.950716],"genre_scores_gemma":[0.001544386,0.007710398,0.000125644,0.0001515119,0.0009130944,0.000005921452,0.0008172578,0.0001036961,0.9886281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5639024,"threshold_uncertainty_score":0.6220403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562577826756649,"score_gpt":0.2879000218431791,"score_spread":0.2722742435756126,"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."}}