{"id":"W2611139682","doi":"10.1126/science.aak9521","title":"A climate policy pathway for near- and long-term benefits","year":2017,"lang":"en","type":"article","venue":"Science","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Robertson Foundation","keywords":"Term (time); Environmental science; Natural resource economics; Economics; Physics","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":[0.00351536,0.0006297511,0.0005145108,0.001074678,0.002024288,0.007773085,0.001274324,0.007316113,0.02972795],"category_scores_gemma":[0.009939739,0.0004713572,0.0008971932,0.0007470279,0.001966898,0.01081023,0.00378069,0.00818047,0.002637229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003899547,"about_ca_system_score_gemma":0.01575432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006288749,"about_ca_topic_score_gemma":0.01094221,"domain_scores_codex":[0.9979881,0.0006663593,0.0001082628,0.0002763375,0.0006343479,0.000326548],"domain_scores_gemma":[0.9953296,0.001140363,0.0004824355,0.000410025,0.001533897,0.001103631],"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":[0.0001197561,0.0003121803,0.001116593,0.0001547406,0.00004888318,0.0002205681,0.0001408497,0.01218172,0.0009921263,0.9205974,0.02852302,0.03559201],"study_design_scores_gemma":[0.00004754855,0.00005773651,0.001445307,0.0001131893,0.00002162678,0.00007552066,0.000291525,0.00583411,0.0004955296,0.9246054,0.0669625,0.00005008453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05265668,0.003211439,0.1472674,0.286716,0.004194018,0.0006899774,0.001857302,0.001371631,0.5020354],"genre_scores_gemma":[0.8443139,0.00303562,0.08041783,0.0147844,0.000929372,0.0005553213,0.0004484289,0.0003105531,0.0552045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02972795,"threshold_uncertainty_score":0.09944987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1368708217460274,"score_gpt":0.3134637390143952,"score_spread":0.1765929172683678,"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."}}