{"id":"W2109209683","doi":"10.14430/arctic900","title":"Arctic Journal, by Bern Will Brown, and Arctic Journal II: A Time for Change by Bern Will Brown","year":2000,"lang":"en","type":"article","venue":"ARCTIC","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Physical geography; Oceanography; Climate change; History; Climatology; Geography; Environmental ethics; Geology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008423973,0.0002975432,0.0003470675,0.00008516535,0.001064163,0.0002273442,0.000517279,0.0001532043,0.0212397],"category_scores_gemma":[0.0003033016,0.0002605424,0.0001570001,0.0002184377,0.0004641181,0.001338075,0.0002171703,0.0007223766,0.001137044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005312505,"about_ca_system_score_gemma":0.00003820031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001784076,"about_ca_topic_score_gemma":0.0005055762,"domain_scores_codex":[0.9970871,0.0001934626,0.0004095268,0.0004619932,0.0005504258,0.001297485],"domain_scores_gemma":[0.998409,0.0002272295,0.0001668626,0.0002935448,0.00003748914,0.0008659002],"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":[0.001439069,0.002197452,0.298973,0.0003104133,0.0006847639,0.000341211,0.005075502,0.00006923603,0.03948475,0.00002643998,0.3832678,0.2681304],"study_design_scores_gemma":[0.005469908,0.00414023,0.07534615,0.0002179311,0.0002197561,0.006428287,0.0001270851,0.00169683,0.0003989823,0.01170895,0.8930788,0.001167072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853688,0.002558738,0.00006477231,0.01026959,0.0001918937,0.0006615741,0.00007370472,0.0000351715,0.0007757685],"genre_scores_gemma":[0.9768321,0.002315091,0.0003704198,0.002413939,0.0003318625,0.00005778031,0.00002553226,0.00005977924,0.01759348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.509811,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282358841304067,"score_gpt":0.2399910739305949,"score_spread":0.2271674855175542,"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."}}