{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002324896,0.000554468,0.000746741,0.0006383172,0.003385426,0.003185942,0.00100058,0.003981207,0.01683827],"category_scores_gemma":[0.008886059,0.0003333188,0.0006585801,0.0005431361,0.01807848,0.008794633,0.00271701,0.006328238,0.00241383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692184,"about_ca_system_score_gemma":0.00342032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004336498,"about_ca_topic_score_gemma":0.006713306,"domain_scores_codex":[0.9972975,0.0004961701,0.0001394653,0.0009762248,0.0006647688,0.0004259209],"domain_scores_gemma":[0.9964946,0.001241294,0.000448532,0.0008860638,0.0005937039,0.0003358105],"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":[0.0000283992,0.00002068828,0.0005609824,0.0001378908,0.00002701355,0.0001231174,0.000209289,0.0005500886,0.0001964555,0.9771881,0.01557523,0.005382659],"study_design_scores_gemma":[0.00001198688,0.0000205232,0.0007468484,0.0001119071,0.00001668069,0.0001792572,0.0002153936,0.0002991787,0.0002785218,0.9010981,0.09699558,0.0000259856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04326276,0.01400789,0.03817022,0.1767195,0.01072376,0.0001074638,0.001797896,0.0005074867,0.7147029],"genre_scores_gemma":[0.891506,0.00833029,0.007039221,0.03077215,0.004580548,0.0001587504,0.0004456906,0.0003171374,0.05685017],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01683827,"threshold_uncertainty_score":0.05632955,"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."}}