{"id":"W4362467886","doi":"10.1126/science.adf6999","title":"An ode to Arctic permafrost <b>Earth, Ice, Bone, Blood</b> <i>Charlotte Wrigley</i> University of Minnesota Press, 2023. 256 pp.","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Permafrost; Geographer; Arctic; Ode; Geology; Oceanography; Physical geography; Astrobiology; Geography; Meteorology; Biology; Art; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003509122,0.001182665,0.000640119,0.001553953,0.0008607001,0.001838217,0.0006935186,0.0008344945,0.08176505],"category_scores_gemma":[0.001077201,0.0004639149,0.0004542037,0.00230248,0.0006767875,0.002412128,0.00112782,0.002224927,0.05024698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129158,"about_ca_system_score_gemma":0.002612986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03292142,"about_ca_topic_score_gemma":0.1007218,"domain_scores_codex":[0.9998462,0.00002374562,0.00001416548,0.00002975821,0.0000634492,0.0000226469],"domain_scores_gemma":[0.9994643,0.0001498234,0.0000378891,0.00002802391,0.0001882369,0.0001316641],"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":[0.00001521947,0.00000805353,0.0001130966,0.0001544259,0.000002656086,0.00002723152,0.000106952,0.00007907743,0.0001178979,0.003076776,0.9324249,0.06387384],"study_design_scores_gemma":[6.968567e-7,0.000001812839,0.0002227006,0.0001242791,0.000001032046,0.00002761674,0.00005549514,0.00001229219,0.00001726719,0.00072961,0.998806,0.000001216547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004698096,0.7614083,0.001672349,0.03756727,0.04815265,0.00001394817,0.001632736,0.0003555493,0.1487274],"genre_scores_gemma":[0.003995304,0.3431901,0.001967082,0.009522202,0.01297534,0.00002426639,0.001684721,0.0004103981,0.6262306],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08176505,"threshold_uncertainty_score":0.2735314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674548224411306,"score_gpt":0.2323333099023975,"score_spread":0.2055878276582845,"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."}}