{"id":"W2051080997","doi":"10.14430/arctic4393","title":"Our Ice, Snow and Winds: Indigenous and Academic Knowledge on Ice-Scapes and Climate of Eastern Chukotka, edited and compiled by Lyudmila S. Bogoslovskaya and Igor Krupnik","year":2014,"lang":"en","type":"article","venue":"ARCTIC","topic":"Diverse Historical and Scientific Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Snow; Physical geography; Indigenous; Climatology; Geology; Geography; Meteorology; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005809452,0.0006391329,0.0006691247,0.002366679,0.001758567,0.002756069,0.0004707154,0.0004042238,0.003836886],"category_scores_gemma":[0.00106264,0.0003062235,0.0001734151,0.007588154,0.002325546,0.001918944,0.001425719,0.0008953477,0.0004109038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003176126,"about_ca_system_score_gemma":0.00537769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.161321,"about_ca_topic_score_gemma":0.3644388,"domain_scores_codex":[0.9998245,0.00004933523,0.00002883366,0.00003111003,0.00003935809,0.00002689713],"domain_scores_gemma":[0.9995012,0.0002945068,0.00006139663,0.00002105937,0.00007320083,0.00004865079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001574138,0.00005936695,0.01984342,0.006509097,0.0001269951,0.0008782559,0.1823266,0.003100398,0.003582148,0.03293646,0.3204027,0.4300772],"study_design_scores_gemma":[0.000006290771,0.00002191475,0.1347298,0.004798546,0.00004802003,0.0004325365,0.07395443,0.0002438872,0.0004399647,0.004543766,0.7807173,0.00006362336],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06419873,0.882216,0.0008407375,0.01242776,0.006304368,0.00002563394,0.003088201,0.00005699888,0.0308416],"genre_scores_gemma":[0.2530127,0.7073052,0.001310451,0.001155173,0.002555606,0.00004832661,0.002096546,0.0001426139,0.03237334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.161321,"threshold_uncertainty_score":0.3207641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0333114853759145,"score_gpt":0.2407015632304329,"score_spread":0.2073900778545184,"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."}}