{"id":"W3014298626","doi":"","title":"Permafrost Degradation on Alaska's Yukon-Kuskokwim Delta: Bellwether of the Future Arctic, or Black Sheep?","year":2018,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Delta; Permafrost; Arctic; The arctic; Environmental science; Physical geography; Geology; Geography; Oceanography; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001790299,0.0001506382,0.0001499477,0.00004402677,0.000214384,0.00003580899,0.0003055433,0.00009878824,0.02580299],"category_scores_gemma":[0.00003011434,0.00008300108,0.00007986086,0.0002611636,0.0002562154,0.000124732,0.00002060149,0.0001384816,0.001598662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006186116,"about_ca_system_score_gemma":0.00003708977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916945,"about_ca_topic_score_gemma":0.0715839,"domain_scores_codex":[0.9989706,0.00007804058,0.00018783,0.0002285356,0.0002766967,0.0002582461],"domain_scores_gemma":[0.9992369,0.0001331636,0.0001040665,0.0003739242,0.00007898804,0.00007289041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005038871,0.0001016005,0.9377519,0.00009021148,0.00006044973,0.00001197698,0.006092583,0.0002744071,0.001278118,0.0001917351,0.02486378,0.02877931],"study_design_scores_gemma":[0.0005090823,0.0004383772,0.8895582,0.00009684297,0.00004969563,0.0000221868,0.001561106,0.003030131,0.002733534,0.0002887371,0.1014208,0.0002913462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828923,0.0001553196,0.000003875013,0.001941005,0.001002411,0.000203787,0.001812469,0.0000206671,0.01196813],"genre_scores_gemma":[0.9928029,0.0001976436,0.00003422137,0.001653851,0.001168097,0.000001048294,0.0006892845,0.000008111246,0.003444873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.076557,"threshold_uncertainty_score":0.9991787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291351653108577,"score_gpt":0.2448352103975125,"score_spread":0.2157000450866548,"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."}}