{"id":"W7028994963","doi":"","title":"HFC mitigation pathways compatible with 1.5 oC in the context of the Kigali Amendment","year":2023,"lang":"en","type":"other","venue":"IIASA PURE (International Institute of Applied Systems Analysis)","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Context (archaeology); Greenhouse gas; Global warming; Refrigerant; Amendment; Production (economics); Schedule","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":[0.0006615859,0.0003015342,0.000715969,0.001006755,0.00007523398,0.00008869783,0.003548682,0.000195885,0.000009691725],"category_scores_gemma":[0.00002925931,0.0001875563,0.0002440134,0.001701187,0.0003439957,0.0001081283,0.0003050948,0.00028687,0.00001766242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053097,"about_ca_system_score_gemma":0.0001574714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670039,"about_ca_topic_score_gemma":0.006239021,"domain_scores_codex":[0.9971488,0.00007619948,0.0007473507,0.0005098258,0.00131705,0.0002007679],"domain_scores_gemma":[0.997044,0.0001025058,0.001402443,0.00127469,0.0001501376,0.00002620946],"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":[0.00001540313,0.0001695094,0.0007192447,0.0001502274,0.002159527,0.00001969514,0.001986051,0.04282202,0.0002177424,0.9017348,0.04867913,0.001326664],"study_design_scores_gemma":[0.002664371,0.000209152,0.003200929,0.00369063,0.001176846,0.00003018975,0.003445392,0.08910399,0.00130214,0.003494993,0.8900673,0.00161411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02164633,0.001475875,0.2698949,0.004812875,0.01079209,0.005977888,0.0004912057,0.002647969,0.6822608],"genre_scores_gemma":[0.9933627,0.00002422705,0.001770961,0.00006722697,0.0001040859,0.0001093612,0.00003437275,0.00007707204,0.004450053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9717163,"threshold_uncertainty_score":0.7648326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832574209076288,"score_gpt":0.2271592137419238,"score_spread":0.2088334716511609,"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."}}