{"id":"W2030891802","doi":"10.1016/s0959-3780(02)00087-0","title":"A pro-active stratospheric ozone protection scenario","year":2003,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Ozone layer; Ozone; Environmental science; Ozone depletion; Chlorine; Atmospheric sciences; Action (physics); Abundance (ecology); Meteorology; Environmental protection; Chemistry; Geography; Ecology; Biology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001779052,0.0002102577,0.0002725449,0.00003562124,0.0001301106,0.00004440337,0.0001151564,0.0001325844,0.001930115],"category_scores_gemma":[0.0000186638,0.0002667153,0.0001024561,0.0001325108,0.00007791572,0.0003494976,0.00005127716,0.0001173827,0.002811005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007941928,"about_ca_system_score_gemma":0.000005411755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006001989,"about_ca_topic_score_gemma":0.00009265287,"domain_scores_codex":[0.9987455,0.00001855652,0.0003319056,0.000448614,0.00003311532,0.0004223041],"domain_scores_gemma":[0.999409,0.000004916744,0.0002151033,0.0002435384,0.000001688251,0.0001258013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004283339,0.003267356,0.4839397,0.0002940982,0.0005289792,0.00006316094,0.007893744,0.0001058614,0.0008454981,0.4663303,0.001245647,0.03505728],"study_design_scores_gemma":[0.0052017,0.001157684,0.3596465,0.00006560439,0.00005240712,0.0002799103,0.003569481,0.002841343,0.002103389,0.101625,0.5202705,0.003186379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124109,0.002044167,0.0005868464,0.0004849386,0.0007049881,0.00122883,0.00188756,0.00008527579,0.08056645],"genre_scores_gemma":[0.9981104,0.0003793685,0.0002311552,0.0005060232,0.0001620261,0.0002664781,0.00004677347,0.00002376828,0.0002740193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5190249,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192924336197726,"score_gpt":0.228246234532395,"score_spread":0.1089538009126223,"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."}}