{"id":"W2645030172","doi":"10.1017/s0032247417000250","title":"Russia and the environmental protection of Antarctica: the 25th anniversary of the Madrid Protocol","year":2017,"lang":"en","type":"article","venue":"Polar Record","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shaanxi Administration of Traditional Chinese Medicine","keywords":"Antarctic treaty; Russian federation; Protocol (science); Montreal Protocol; Tourism; Treaty; Political science; Environmental protection; Geography; Environmental planning; Environmental resource management; Regional science; Law; Meteorology; Environmental science; Medicine","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":[0.0005216076,0.00007452397,0.0001072896,0.000009330231,0.0006227419,0.00002358296,0.0005644234,0.00003932423,0.0006072224],"category_scores_gemma":[0.0001028964,0.00003317939,0.00006283527,0.00003225744,0.001942092,0.0001598925,0.0006128474,0.0002027807,0.00003615578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004907924,"about_ca_system_score_gemma":0.00001083811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003858791,"about_ca_topic_score_gemma":0.0005626339,"domain_scores_codex":[0.9991301,0.0002001734,0.0001327141,0.0001396001,0.000208935,0.0001884797],"domain_scores_gemma":[0.9991888,0.00003659734,0.000200024,0.0005340372,0.000001828541,0.00003868269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007486759,0.0001376558,0.9404883,0.00003186407,0.00004864617,0.00000221148,0.0006856478,0.00000445875,0.02377192,0.0002639937,0.0007679624,0.03304861],"study_design_scores_gemma":[0.0008731772,0.0001432859,0.9653541,0.000008956452,0.00001185247,0.00001554461,0.00009763196,0.0005579371,0.005077987,0.0007810906,0.02702491,0.00005355727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698515,0.00001394852,0.00002752263,0.002891691,0.00007647035,0.02229028,0.00002218393,0.000004968323,0.004821438],"genre_scores_gemma":[0.9973171,0.0000178854,0.00004777015,0.00005148629,0.00002302145,0.002148167,3.198277e-7,0.000006108422,0.0003881599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03299506,"threshold_uncertainty_score":0.7155718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128326899880094,"score_gpt":0.2428211444570839,"score_spread":0.2299884544690745,"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."}}