{"id":"W2579924431","doi":"10.1016/j.envdev.2012.09.005","title":"Book Review","year":2012,"lang":"en","type":"article","venue":"Environmental Development","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Domtar (Canada)","funders":"","keywords":"Deed; Carbon fibers; Reliability (semiconductor); Electricity; Carbon price; Wind power; Power (physics); Minification; Process (computing); Computer science; Environmental economics; Economics; Environmental science; Greenhouse gas; Engineering; Electrical engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000289109,0.0001292706,0.0002282269,0.00004776903,0.00008297835,0.000009914034,0.0001119888,0.00004129737,0.02214704],"category_scores_gemma":[0.000006885739,0.0001549642,0.00005611946,0.00003020126,0.00002825333,0.000260026,0.00010021,0.00006474662,0.02287875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850603,"about_ca_system_score_gemma":0.000003293934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003742504,"about_ca_topic_score_gemma":3.895985e-7,"domain_scores_codex":[0.998989,0.000004489342,0.0004316824,0.0001846432,0.00002212825,0.0003680028],"domain_scores_gemma":[0.9995378,0.000009188264,0.0001360209,0.0001803753,4.196808e-7,0.00013617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008458391,0.000628786,0.2364722,0.0004848971,0.0001422578,0.000002724377,0.003073776,0.000001907147,0.00004708273,0.0110324,0.7410201,0.007085326],"study_design_scores_gemma":[0.0001079642,0.000004674457,0.05775084,0.00003833414,0.000002160815,0.000005479707,0.00001619743,0.000002757955,0.0002366661,0.0000966756,0.9415347,0.0002035761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02377635,0.9304407,0.0001558425,0.001558303,0.0005842047,0.0003133717,0.00008616084,0.00004073227,0.04304435],"genre_scores_gemma":[0.2624174,0.463744,0.005163222,0.208327,0.0007749253,0.0004274282,0.0005422256,0.0001491304,0.05845475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4666967,"threshold_uncertainty_score":0.9787468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05186857096566247,"score_gpt":0.2151960238702755,"score_spread":0.1633274529046131,"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."}}