{"id":"W4206545674","doi":"10.17803/1994-1471.2021.133.12.177-184","title":"Climate Change: International Legal Regulation Development","year":2022,"lang":"en","type":"article","venue":"Actual Problems of Russian Law","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; International community; Kyoto Protocol; Climate change; Montreal Protocol; United Nations Framework Convention on Climate Change; Context (archaeology); Sustainable development; Convention; Political economy of climate change; International law; International regime; Government (linguistics); Ozone layer; International trade; Business; Politics; Law; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005335238,0.00008781664,0.0001284981,0.00006725066,0.001341243,0.00002693227,0.0002862476,0.00003443432,0.0007730208],"category_scores_gemma":[0.00002210513,0.00008346839,0.00004785222,0.0001443467,0.0002913693,0.0002856087,0.0002787181,0.0001159975,0.00002170531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444509,"about_ca_system_score_gemma":0.00007537676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003258025,"about_ca_topic_score_gemma":0.001692187,"domain_scores_codex":[0.9986885,0.00009102571,0.0002503677,0.0001677325,0.0005173286,0.0002850317],"domain_scores_gemma":[0.9996094,0.00003932164,0.0001655839,0.00009758707,0.00002574968,0.00006241525],"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":[0.00001570846,0.00005386319,0.0003507902,0.00001196452,0.00003119639,0.000001310602,0.03047201,0.00001198929,0.00001605069,0.9606138,0.001453863,0.006967483],"study_design_scores_gemma":[0.000219353,0.00004064527,0.005601552,0.00002420785,0.000008101903,0.000001988069,0.002947414,0.00001637589,0.00008085092,0.006013474,0.9849111,0.0001349747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01593242,0.000158937,0.00007719183,0.05720639,0.0009875729,0.0006089614,0.00004475954,0.0001309668,0.9248528],"genre_scores_gemma":[0.9967622,0.00005591575,0.0008094205,0.0005731627,0.0002621403,0.0001007165,0.00002023428,0.00001024916,0.001405952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9834572,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04124626610297512,"score_gpt":0.305196319008143,"score_spread":0.2639500529051679,"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."}}