{"id":"W2165207179","doi":"10.3386/w14888","title":"Global Financial Structure and Climate Change","year":2009,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Climate change; Climatology; Business; Finance; Financial system; Environmental science; Geology; Oceanography","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"],"consensus_categories":[],"category_scores_codex":[0.002099708,0.0003236373,0.0008712313,0.0007099155,0.0001760459,0.0001798893,0.000613605,0.000717106,0.0004992651],"category_scores_gemma":[0.0003525148,0.0004230504,0.0001937051,0.0001547249,0.000271754,0.000263477,0.0009306453,0.0007000322,0.0002177804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170246,"about_ca_system_score_gemma":0.0002081295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015243,"about_ca_topic_score_gemma":0.0008405908,"domain_scores_codex":[0.9971092,0.00004878257,0.001082142,0.0009384906,0.0001168193,0.0007045036],"domain_scores_gemma":[0.9984326,0.0001640543,0.0006223151,0.0004336738,0.0001698464,0.000177466],"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":[0.00005669234,0.0000453197,0.01813986,0.0002075781,0.00004284007,0.000001559881,0.0001911199,0.0002115363,0.000001286777,0.9774328,0.002525308,0.001144144],"study_design_scores_gemma":[0.0004602557,0.00007038694,0.03564491,0.00006934652,0.000004554949,0.000007931663,0.00001730706,0.002449735,0.00001156534,0.9587359,0.002192807,0.0003352555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6466307,0.01238976,0.0000209294,0.01091609,0.002281602,0.00212389,0.03006409,0.00007858533,0.2954943],"genre_scores_gemma":[0.9912791,0.005335668,0.0005527413,0.0003504597,0.001706096,0.00008544815,0.0006001684,0.00003190032,0.00005844108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3446484,"threshold_uncertainty_score":0.9998221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4759573449923117,"score_gpt":0.4755673052777624,"score_spread":0.0003900397145493173,"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."}}