{"id":"W4293168424","doi":"10.1111/1758-5899.13127","title":"Leading an <scp>ECA</scp> through climate transformation: A President's perspective","year":2022,"lang":"en","type":"article","venue":"Global Policy","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Exfo Electro-Optical Engineering (Canada); Business Development Bank of Canada","funders":"","keywords":"Privilege (computing); Perspective (graphical); Agency (philosophy); Point (geometry); Climate change; Business; Political science; Chart; Economics; Sociology; Law; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000403564,0.0002357057,0.0004200012,0.0001912415,0.0006395002,0.0001793987,0.0004514083,0.00008338743,0.0003904156],"category_scores_gemma":[0.0001186531,0.0003275653,0.0001928233,0.0005476945,0.00007194407,0.001018233,0.0002085345,0.0002154475,0.001039145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604743,"about_ca_system_score_gemma":0.00005843883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008990769,"about_ca_topic_score_gemma":0.0004343043,"domain_scores_codex":[0.9980178,0.00003582533,0.0006039494,0.0004997703,0.00005780576,0.0007848558],"domain_scores_gemma":[0.9990768,0.00003882415,0.0003092969,0.0003932224,0.00002545915,0.0001564053],"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":[0.00001208565,0.00009784337,0.002795928,0.0000251907,0.00004159947,0.000003627045,0.01364358,0.0007594995,0.000003814898,0.9790077,0.003473307,0.0001357783],"study_design_scores_gemma":[0.001514462,0.0003424985,0.0103367,0.000009504965,0.00002079239,0.0001102371,0.0247993,0.002608114,0.00007628043,0.6632151,0.2965757,0.0003912887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4621063,0.00119193,0.0002252339,0.005598973,0.0004961644,0.0003518278,0.005610565,0.0001595121,0.5242595],"genre_scores_gemma":[0.9948289,0.0005634722,0.0001884756,0.002948648,0.000709046,0.0001133929,0.0001182062,0.00003388837,0.0004959899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5327226,"threshold_uncertainty_score":0.9999176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07216423554781495,"score_gpt":0.3077136312526793,"score_spread":0.2355493957048644,"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."}}