{"id":"W2740733244","doi":"10.1002/tqem.21496","title":"The Montreal Protocol is Amended and Strengthened","year":2017,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Protocol (science); Business; Environmental science; Meteorology; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002127108,0.0001193157,0.00009872449,0.00001033039,0.0007130246,0.0001233611,0.0001783222,0.00002067276,0.00004078133],"category_scores_gemma":[0.000003031161,0.00008757041,0.00003528727,0.000006099648,0.0001680382,0.0000995631,0.0002219957,0.00006666306,0.000047704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005544363,"about_ca_system_score_gemma":3.416422e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000301575,"about_ca_topic_score_gemma":0.00003535191,"domain_scores_codex":[0.9993666,0.00002974795,0.0001262359,0.0001494985,0.0001559772,0.0001719516],"domain_scores_gemma":[0.9994431,0.00002715969,0.0000401677,0.0004501659,5.304998e-7,0.0000388893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002344529,0.0003546148,0.0145653,0.0004507395,0.00168297,0.00003267771,0.003506813,0.0001799608,0.001674278,0.006375356,0.02658283,0.94436],"study_design_scores_gemma":[0.001005683,0.00003545328,0.8090075,0.0000104725,0.00002766337,8.7231e-7,0.00147588,0.0005849806,0.0009470037,0.0009888461,0.1856704,0.0002452549],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7731999,0.0002222622,0.0002613439,0.002509116,0.0004499831,0.04895779,0.00008220625,0.0003579344,0.1739595],"genre_scores_gemma":[0.9919823,0.0002703393,0.0001067099,0.00004954929,0.00003457943,0.005473715,0.000001003246,0.00001752138,0.002064295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9441147,"threshold_uncertainty_score":0.5484082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463536217121717,"score_gpt":0.2667221480205094,"score_spread":0.2520867858492922,"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."}}