{"id":"W4368375959","doi":"10.1007/s10784-023-09599-6","title":"Tempering and enabling ambition: how equity is considered in domestic processes preparing NDCs","year":2023,"lang":"en","type":"article","venue":"International Environmental Agreements Politics Law and Economics","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Energimyndigheten","keywords":"Equity (law); Public economics; Business; Political science; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002306692,0.0001923398,0.000282124,0.0002146535,0.0001498715,0.000252574,0.0001536387,0.0000882638,0.0001495473],"category_scores_gemma":[0.00003594359,0.0002608624,0.00004003384,0.00004795099,0.0001689897,0.0005335358,0.0004851947,0.0001033509,0.0001347041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361957,"about_ca_system_score_gemma":0.00001040947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004633944,"about_ca_topic_score_gemma":0.0002598163,"domain_scores_codex":[0.9986044,0.000004986118,0.0004868927,0.0004723497,0.00003087917,0.0004004847],"domain_scores_gemma":[0.9994473,0.0000756705,0.0001994312,0.0001497182,0.000004383082,0.0001234888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004067568,0.0002333996,0.2743322,0.0003771589,0.0003001798,0.00003030171,0.004493529,0.0006421257,0.0001866689,0.7180861,0.0003251001,0.0009525072],"study_design_scores_gemma":[0.007106048,0.0002254601,0.1038379,0.0002963593,0.00004678042,0.0002629586,0.005728332,0.05051755,0.002144474,0.6995351,0.1278151,0.002483987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981788,0.0002775671,0.0000153101,0.001635979,0.0002902258,0.0001671699,0.0009359459,0.00002824607,0.01486151],"genre_scores_gemma":[0.9932122,0.004160544,0.0001009415,0.001577159,0.0001462241,0.00003488818,0.000139396,0.00002631889,0.000602309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704943,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07320297187464377,"score_gpt":0.2722651135531385,"score_spread":0.1990621416784947,"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."}}