{"id":"W2146527490","doi":"10.1126/science.1236372","title":"Irreversible Does Not Mean Unavoidable","year":2013,"lang":"en","type":"article","venue":"Science","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Carbon dioxide; Affect (linguistics); Global warming; Environmental science; Natural resource economics; Climate change; Atmospheric sciences; Chemistry; Economics; Ecology; Biology; Geology; Psychology","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":[0.0006081489,0.0000902805,0.0001706087,0.0002250411,0.0002726626,0.0002451774,0.0004857805,0.00003820001,0.003075767],"category_scores_gemma":[0.00008990207,0.0000849434,0.00004695668,0.0003647216,0.0002827116,0.001010221,0.0001425416,0.00007386738,0.01130604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340902,"about_ca_system_score_gemma":0.00002657827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225256,"about_ca_topic_score_gemma":0.0001090534,"domain_scores_codex":[0.9988481,0.00000244353,0.000269883,0.0003947623,0.0000315521,0.0004532558],"domain_scores_gemma":[0.9993353,0.00002645365,0.0001282405,0.0003420041,0.00002896945,0.0001390236],"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":[0.000008841765,0.0001491368,0.1022023,0.00006705891,0.00002096894,0.000002194776,0.00497356,0.0001129306,0.008002779,0.8744911,0.006945286,0.003023791],"study_design_scores_gemma":[0.001021861,0.0001271703,0.1140779,0.00003180958,0.00000576898,0.00001130557,0.002074474,0.01919631,0.0350057,0.6344523,0.1925991,0.001396287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8899643,0.0001267142,0.000114319,0.002774022,0.0009134778,0.0001736162,0.00007360458,0.00004745457,0.1058125],"genre_scores_gemma":[0.9912598,0.0001010971,0.000832691,0.001287545,0.0001014623,0.00002294721,0.000001743849,0.000009190133,0.006383567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2400388,"threshold_uncertainty_score":0.9978356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07414491549660975,"score_gpt":0.2409457407853131,"score_spread":0.1668008252887034,"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."}}