{"id":"W2790462219","doi":"","title":"The Montreal Protocol and the Pathway from CFCs to Climate-Friendly Compounds and Technologies","year":2018,"lang":"en","type":"article","venue":"98th American Meteorological Society Annual Meeting","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Protocol (science); Environmentally friendly; Environmental science; Environmental resource management; Computer science; Ozone layer; Meteorology; Ecology; Geography; Biology; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006306054,0.0002285766,0.0003692153,0.00001150671,0.001127842,0.0001169991,0.0002526978,0.00009032265,0.00000230057],"category_scores_gemma":[0.0003335846,0.0001126838,0.00009441228,0.0002458248,0.003156517,0.0000731979,0.0004213734,0.0003384361,0.000006835389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002787974,"about_ca_system_score_gemma":0.000004661738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000344899,"about_ca_topic_score_gemma":0.0001495332,"domain_scores_codex":[0.9986641,0.0001238442,0.0002223769,0.000307514,0.0001761762,0.0005060251],"domain_scores_gemma":[0.9984346,0.001153789,0.00007392079,0.0002139887,0.00005147608,0.00007219711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001543139,0.0001186634,0.01542438,0.00009000983,0.001054384,0.00001074553,0.02754743,0.0002234574,0.006163764,0.003239658,0.01764972,0.9269347],"study_design_scores_gemma":[0.005574945,0.00460864,0.1281104,0.0001311475,0.0002338737,0.0000404436,0.2609341,0.02578564,0.003072001,0.005797531,0.5637159,0.001995341],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740531,0.0005971869,0.000449082,0.005879673,0.000152429,0.01167819,0.0001045133,0.001381307,0.0057045],"genre_scores_gemma":[0.9894003,0.0002770896,0.005295266,0.0004375439,0.0001681243,0.004388711,8.304895e-7,0.00002279598,0.000009284107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9249393,"threshold_uncertainty_score":0.9995563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005644802151166831,"score_gpt":0.2273954280276694,"score_spread":0.2217506258765026,"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."}}