{"id":"W3034746676","doi":"10.1109/access.2020.2997168","title":"IEEE Access Special Section Editorial: Addressing Economic, Environmental, and Humanitarian Challenges in Polar Regions","year":2020,"lang":"en","type":"article","venue":"IEEE Access","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"New South Wales Government; University of New South Wales; Australian Government; Japan Aerospace Exploration Agency; National Aeronautics and Space Administration","keywords":"Polar; Special section; Section (typography); Sample (material); Computer science; Happening; Engineering; History; Engineering physics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001806769,0.0001407082,0.0001706013,0.0001047124,0.0002184278,0.0003697494,0.0003410519,0.0001097749,0.0007373552],"category_scores_gemma":[0.00001682829,0.0001283238,0.00003257263,0.00005487792,0.00009462552,0.001131985,0.00002118364,0.0001903544,0.0001135259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001518224,"about_ca_system_score_gemma":0.0000349088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006334808,"about_ca_topic_score_gemma":0.002959722,"domain_scores_codex":[0.9989499,0.000134225,0.0002031208,0.0003663011,0.0001425453,0.0002038537],"domain_scores_gemma":[0.9994776,0.0001425318,0.0001032462,0.0001313688,0.000005191846,0.000140121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001620705,0.0002418809,0.5905883,0.0003785901,0.0001582249,0.0001525879,0.007935627,0.0118514,0.004957303,0.0002101902,0.2615053,0.1203999],"study_design_scores_gemma":[0.0008199477,0.0001789048,0.804981,0.00003489097,0.00002450312,0.00001172985,0.0004554417,0.001666272,0.00157718,0.0003566085,0.1894538,0.0004397497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674113,0.001020055,0.00002272758,0.002164824,0.02684841,0.0002639815,0.000104881,0.00004839169,0.00211542],"genre_scores_gemma":[0.9377754,0.001589777,0.000009526285,0.000188358,0.06038082,0.0000015577,0.00002977177,0.000006979345,0.00001778846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2143927,"threshold_uncertainty_score":0.8073522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108277068444253,"score_gpt":0.2853364435958854,"score_spread":0.1770593751516324,"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."}}