{"id":"W2766173288","doi":"10.2139/ssrn.3049064","title":"Are Emissions Trading Schemes a Pathway to Enhance Transparency under the Paris Agreement?","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Transparency (behavior); Emissions trading; Greenhouse gas; Environmental science; Business; Chemistry; Computer science; Computer security; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01932021,0.0006979264,0.0007737129,0.001432491,0.003253444,0.01352113,0.002199913,0.01131974,0.01775425],"category_scores_gemma":[0.06078725,0.0004581993,0.001315798,0.001294616,0.004996826,0.01631738,0.004359603,0.008855579,0.001706085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008795893,"about_ca_system_score_gemma":0.01796009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02013487,"about_ca_topic_score_gemma":0.01406466,"domain_scores_codex":[0.979235,0.009716811,0.0007261883,0.00151753,0.004578347,0.004226099],"domain_scores_gemma":[0.9654183,0.01912712,0.005010903,0.00349397,0.005138105,0.001811632],"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":[0.0002915811,0.00009816572,0.002461187,0.0001327137,0.00008923841,0.0002583393,0.0005348033,0.004814134,0.000465364,0.9478423,0.02151945,0.02149269],"study_design_scores_gemma":[0.0004957119,0.0002602205,0.00826407,0.0005049786,0.0001281799,0.0001688722,0.001352491,0.0102649,0.002965833,0.8254604,0.1499069,0.0002275338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1135651,0.00552771,0.04482456,0.5264535,0.004755552,0.0002475179,0.0009575322,0.001170401,0.302498],"genre_scores_gemma":[0.9354482,0.001211669,0.009793628,0.02936544,0.001763041,0.0001481638,0.0001386543,0.0001362128,0.021995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02013487,"threshold_uncertainty_score":0.1021762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07945833735285053,"score_gpt":0.2965667434880256,"score_spread":0.2171084061351751,"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."}}