{"id":"W2024052930","doi":"","title":"Opportunities and Challenges for the 20th Anniversary of the MontrÃ©al Protocol","year":2007,"lang":"en","type":"preprint","venue":"eScholarship (California Digital Library)","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Kyoto Protocol; Protocol (science); Ozone layer; Hazard; Ozone depletion; Environmental planning; Business; Environmental resource management; Political science; Environmental science; Climate change; Geography; Ozone; Meteorology; Medicine; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0208628,0.0005244296,0.0005667012,0.001111129,0.004249715,0.009576675,0.00227467,0.009173661,0.03137519],"category_scores_gemma":[0.03387707,0.0003697153,0.0008923864,0.0009154053,0.004607774,0.0109599,0.008211293,0.007899096,0.004927287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00625972,"about_ca_system_score_gemma":0.01151189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0177341,"about_ca_topic_score_gemma":0.01528492,"domain_scores_codex":[0.9912396,0.002616071,0.000371262,0.0008203178,0.00337265,0.00158001],"domain_scores_gemma":[0.9896645,0.003856634,0.0006523356,0.001451576,0.002351787,0.002023262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002929855,0.00004237783,0.0003772314,0.00004108834,0.000009011366,0.000134787,0.0002802087,0.0005075569,0.0001462263,0.8711303,0.09712869,0.03017324],"study_design_scores_gemma":[0.00001802718,0.000044144,0.001296617,0.0001525865,0.000007187215,0.0001043487,0.0004199262,0.0006375165,0.0001663704,0.215959,0.7811631,0.00003119341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02301046,0.01285236,0.01202596,0.558719,0.009229199,0.000114623,0.0006040633,0.0004344087,0.38301],"genre_scores_gemma":[0.4838659,0.0201281,0.02482497,0.1248545,0.01522523,0.001038337,0.001754558,0.001030421,0.327278],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03137519,"threshold_uncertainty_score":0.1103343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1859495011765827,"score_gpt":0.26374649857904,"score_spread":0.07779699740245724,"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."}}