{"id":"W6884324782","doi":"10.1021/acs.est.3c01079.s001","title":"Trifluoroiodomethane\\nas a Precursor to High Global\\nWarming Potential Climate Pollutants: Could the Transformation of\\nClimatically Benign CF<sub>3</sub>I into Potent Greenhouse Gases Significantly\\nIncrease Refrigerant-Related Greenhouse Gas Emissions?","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Greenhouse gas; Ozone layer; Montreal Protocol; Global warming; Electricity; Climate change; Global-warming potential","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":[0.0004471299,0.0006132306,0.0006746504,0.0005311592,0.0005871024,0.0002437441,0.0008139969,0.0004691573,0.003318398],"category_scores_gemma":[0.00156686,0.0005069394,0.0003333012,0.002013454,0.00006700776,0.0005731791,0.0001976148,0.0004949724,0.001606527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002481911,"about_ca_system_score_gemma":0.0001191676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002015041,"about_ca_topic_score_gemma":0.00007112812,"domain_scores_codex":[0.9961113,0.0001976942,0.001316658,0.0005687724,0.000879444,0.0009261484],"domain_scores_gemma":[0.9979336,0.0003397285,0.0002894597,0.0008213207,0.0002751306,0.0003407922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008760889,0.0006067471,0.00003234844,0.003118306,0.00101109,0.0006748951,0.005056303,0.1514792,0.5037567,0.001870889,0.1843586,0.1471589],"study_design_scores_gemma":[0.01066216,0.002367059,0.008540395,0.01818871,0.00106122,0.0005324279,0.003298429,0.3403499,0.5776299,0.007645825,0.02387368,0.00585029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7770038,0.0007775055,0.002127849,0.003390564,0.0005883733,0.003684134,0.2027593,0.008858162,0.0008103651],"genre_scores_gemma":[0.9837018,0.0003823231,0.0008935309,0.0001218549,0.00008246308,0.0004942341,0.01415833,0.0001255976,0.0000399259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.206698,"threshold_uncertainty_score":0.9997382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572642825524773,"score_gpt":0.2401468931423718,"score_spread":0.224420464887124,"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."}}