{"id":"W2041895893","doi":"10.1016/j.eneco.2009.06.012","title":"Deterministic and stochastic analysis of alternative climate targets under differentiated cooperation regimes","year":2009,"lang":"en","type":"article","venue":"Energy Economics","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Forcing (mathematics); Probabilistic logic; Climate change; Variety (cybernetics); Climate sensitivity; Computer science; Scenario analysis; Distribution (mathematics); Econometrics; Operations research; Climate model; Economics; Climatology; Mathematics; Ecology","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":[0.0001792803,0.0002049276,0.0007129571,0.0005750037,0.00009753882,0.00007621456,0.0001498801,0.0001087665,0.0001793652],"category_scores_gemma":[0.00004197261,0.0002551789,0.0001457741,0.0001941503,0.00007289161,0.0002133816,0.00005336336,0.00006434428,0.00001381005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018454,"about_ca_system_score_gemma":0.000008806167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001963742,"about_ca_topic_score_gemma":0.0003519812,"domain_scores_codex":[0.9984897,0.00001299132,0.0007543798,0.0004288946,0.00001108984,0.0003029485],"domain_scores_gemma":[0.9989272,0.0001074831,0.0005550458,0.000288382,0.00002416627,0.00009770923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006655902,0.0001225642,0.004937763,0.00001187846,0.0008050776,0.00000102321,0.0006662124,0.04880839,0.00002330284,0.9435318,0.00004136691,0.0009840226],"study_design_scores_gemma":[0.0008175764,0.0001563149,0.02186239,0.00001125154,0.0002273679,0.000003409702,0.0001252915,0.9036443,0.0002066315,0.07190292,0.00054397,0.0004986128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826339,0.0006053227,0.01153754,0.0003452931,0.0002487614,0.00007604977,0.0006411399,0.00002748596,0.003884454],"genre_scores_gemma":[0.9972078,0.001608991,0.0001296733,0.0005629172,0.00007761846,0.000008779314,0.0002364411,0.00001929151,0.0001485568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8716289,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183095062235342,"score_gpt":0.2397549974576995,"score_spread":0.1979240468353461,"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."}}