{"id":"W2098941117","doi":"10.1093/yiel/20.1.xvii","title":"From the Editors-in-Chief","year":2009,"lang":"en","type":"article","venue":"Yearbook of International Environmental Law","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Yearbook; Publishing; Arctic; Political science; The arctic; Climate change; Library science; Operations research; Law; Computer science; Engineering; Geology; Oceanography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001096267,0.00006498789,0.00006755647,0.00001187786,0.00003229268,0.000009000029,0.000373573,0.00003624287,0.008742404],"category_scores_gemma":[0.00001286931,0.00004981894,0.00004085697,0.00002336714,0.0002544195,0.0001249266,0.0001316649,0.0001145215,0.001037914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155607,"about_ca_system_score_gemma":0.000002701395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234017,"about_ca_topic_score_gemma":0.0001766704,"domain_scores_codex":[0.9992069,0.00002768612,0.0001391741,0.0001510011,0.0003235466,0.0001517115],"domain_scores_gemma":[0.9997203,0.00005752035,0.0000388972,0.0001399319,5.673999e-7,0.00004274558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003859179,0.001829652,0.5110294,0.000001601032,0.000106057,0.0001085678,0.001361041,0.00112088,0.3444791,0.01515077,0.103301,0.02112603],"study_design_scores_gemma":[0.0003878738,0.00009165927,0.7257741,0.000006196371,0.000002424505,0.000002869384,0.00005185885,0.0002348484,0.005359433,0.005244916,0.2627568,0.00008697174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8080993,0.00004903317,0.0000181151,0.00406259,0.0005303498,0.0001508078,0.00006351443,0.000009578052,0.1870167],"genre_scores_gemma":[0.9976337,0.00002089782,0.0001754644,0.0008475952,0.0005846542,0.000003823891,0.00002239504,0.000004297573,0.0007071598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3391197,"threshold_uncertainty_score":0.9997399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004791028297766043,"score_gpt":0.2207330578682249,"score_spread":0.2159420295704589,"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."}}