{"id":"W4408320636","doi":"10.1111/anti.70009","title":"China's Eco‐Civilisation, Climate Leviathan, and Hobbesian Energy Transition","year":2025,"lang":"en","type":"article","venue":"Antipode","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Civilization; China; LEVIATHAN (cipher); Climate change; Transition (genetics); Energy transition; Political science; Political economy; Economics; Law; Chemistry; Ecology; Medicine","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":[0.00008620057,0.00008390492,0.00008367506,0.00003587664,0.0001011139,0.00002419221,0.0000564325,0.00004090268,0.000292815],"category_scores_gemma":[0.000004691321,0.00008312771,0.00002400819,0.0001420016,0.00003762303,0.0001523849,0.00005053257,0.00003992473,0.00003135272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002557189,"about_ca_system_score_gemma":0.000001753501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006074385,"about_ca_topic_score_gemma":0.0006097715,"domain_scores_codex":[0.9994637,0.00001237768,0.00009934814,0.000173654,0.00006815418,0.0001827827],"domain_scores_gemma":[0.9998254,0.000009216555,0.00001640018,0.0001106097,0.000002192332,0.00003619155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002044272,0.0006851738,0.1860135,0.000807113,0.0001685542,0.0001322068,0.01573776,0.01834253,0.2494779,0.04128236,0.02354778,0.4636007],"study_design_scores_gemma":[0.0005182003,0.00004948936,0.9452331,0.00009520422,0.00004070095,0.00001286655,0.0001802114,0.01806061,0.008567384,0.003333733,0.02358932,0.0003191672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806817,0.0002265938,0.005155246,0.002055767,0.0001115547,0.00006129131,0.00001314324,0.00006781406,0.01162692],"genre_scores_gemma":[0.9981225,0.0009135114,0.000150651,0.0005113259,0.00002584955,0.000006456233,0.00002406442,0.000006546705,0.0002391584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7592196,"threshold_uncertainty_score":0.3389849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003668492773794085,"score_gpt":0.1928074277359162,"score_spread":0.1891389349621221,"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."}}