{"id":"W3208304538","doi":"10.1142/9789811230134_0012","title":"Halogenated Organics in the Cryosphere","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Cryosphere; Environmental science; Environmental chemistry; Chemistry; Geology; Climatology; Sea ice","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007722246,0.0003276186,0.0003543512,0.0000495167,0.0004245657,0.0005156962,0.0007514434,0.0001747374,0.02625499],"category_scores_gemma":[0.00001046204,0.0002297289,0.0001567712,0.0001959587,0.0003746707,0.00005571884,0.00004235791,0.0006216691,0.001823309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001298102,"about_ca_system_score_gemma":0.0002511545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158369,"about_ca_topic_score_gemma":0.1634023,"domain_scores_codex":[0.9976761,0.00006749391,0.0004243781,0.0006903518,0.0006802853,0.0004613478],"domain_scores_gemma":[0.9987199,0.0001423379,0.000173574,0.0007808996,0.00008159246,0.0001017155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001168445,0.0001099166,0.01703759,0.0003840346,0.0003949309,0.006074471,0.008151507,0.0006296728,0.0002612651,0.2215409,0.5054167,0.2398822],"study_design_scores_gemma":[0.000134178,0.00001898592,0.001146446,0.0001136334,0.00004047582,0.00002863761,0.0001735369,0.0002119089,0.00002568775,0.006946415,0.9907993,0.0003607707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002459232,0.001950058,0.000004314543,0.0001747295,0.001415083,0.0002687804,0.00008772927,0.00005001591,0.9935901],"genre_scores_gemma":[0.03733785,0.000009660806,0.000180326,0.0005832837,0.0001320825,0.000001366429,0.0003478671,0.00001553283,0.961392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4853826,"threshold_uncertainty_score":0.9989539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072299367450911,"score_gpt":0.2021354114509172,"score_spread":0.1814124177764081,"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."}}