{"id":"W4404044030","doi":"10.3390/cli12110177","title":"Sustainable Strategies to Current Conditions and Climate Change at U.S. Military Bases and Other Nations in the Arctic Region: A 20-Year Comparative Review","year":2024,"lang":"en","type":"article","venue":"Climate","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Current (fluid); Arctic; The arctic; Environmental science; Geography; Climatology; Environmental planning; Oceanography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004569226,0.00009705229,0.0001589833,0.00008887772,0.0009899274,0.00006842524,0.00007545511,0.00002156839,0.00005220825],"category_scores_gemma":[0.00006512344,0.00006580413,0.00002971593,0.0003737122,0.0004192841,0.000225441,0.0001028971,0.00008486067,0.00003591534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006972079,"about_ca_system_score_gemma":0.0000415461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205037,"about_ca_topic_score_gemma":0.01111543,"domain_scores_codex":[0.9990258,0.0001960779,0.000141027,0.0001891308,0.0001204442,0.0003274725],"domain_scores_gemma":[0.9994925,0.00030068,0.00002240503,0.00008734957,0.00003781086,0.00005930145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007116891,0.0000307657,0.005252407,0.001975496,0.00001420773,0.0000213548,0.1178236,6.632093e-7,3.932073e-7,0.8465464,0.02808852,0.0002391204],"study_design_scores_gemma":[0.0001337615,0.00006325923,0.02743015,0.003006526,0.00008593265,0.00001198064,0.2297833,0.0000226527,2.4711e-7,0.009508249,0.7297504,0.0002035481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07820495,0.5187981,0.000009272235,0.2580693,0.0003546503,0.003926198,0.0004536874,0.0001900662,0.1399938],"genre_scores_gemma":[0.8601172,0.1375124,0.00001708424,0.001642412,0.000119731,0.000297218,0.00000616892,0.000006034908,0.0002817551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8370381,"threshold_uncertainty_score":0.7613822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079439245790868,"score_gpt":0.4158682023793795,"score_spread":0.3079242778002927,"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."}}