{"id":"W4318937992","doi":"10.1080/13600826.2023.2173560","title":"Climate Leadership Through Storylines: A Comparison of Developed and Emerging Countries in the Post-Paris Era","year":2023,"lang":"en","type":"article","venue":"Global Society","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tiina ja Antti Herlinin säätiö","keywords":"China; Global Leadership; Political science; Climate change; Perception; Developing country; Public relations; Political economy; Economic growth; Sociology; Economics; Law","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":[0.0005250205,0.0001043102,0.0001609957,0.000002952558,0.0001691692,0.00002260346,0.0001937051,0.00006917345,0.00009554828],"category_scores_gemma":[0.00005803467,0.00008107212,0.00005974355,0.0005395245,0.0003765262,0.0001755487,0.0001753452,0.0001109509,0.00003854764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353425,"about_ca_system_score_gemma":0.000018195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078324,"about_ca_topic_score_gemma":0.001059167,"domain_scores_codex":[0.9988658,0.00005709204,0.0002039721,0.0002096565,0.0003068308,0.0003566875],"domain_scores_gemma":[0.9996372,0.00009185861,0.00008967491,0.000144286,0.00001542678,0.00002148974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002703533,0.00005231415,0.8777677,0.0001363991,0.000007857001,0.000002489509,0.1096066,0.0002670344,0.00003880332,0.0003525661,0.01056351,0.001177652],"study_design_scores_gemma":[0.0002593488,0.00003016339,0.6583933,0.00002618257,0.00000907203,0.000001546137,0.3322236,0.0007961213,0.00003877425,0.000482052,0.007627066,0.0001127198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927226,0.0004473304,0.00001481391,0.005593232,0.00005381727,0.0001763036,0.00005763833,0.00003328246,0.0009010303],"genre_scores_gemma":[0.9976,0.0007558909,0.0002832127,0.001292252,0.00001461047,0.00001601114,0.00001168389,0.000004183323,0.0000221494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.222617,"threshold_uncertainty_score":0.3306025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0611652747212308,"score_gpt":0.3196071193706506,"score_spread":0.2584418446494198,"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."}}