{"id":"W4220896139","doi":"10.5194/egusphere-egu22-5223","title":"The Regional Fractional Energy Balance Equation: Projections to 2100","year":2022,"lang":"en","type":"preprint","venue":"","topic":"thermodynamics and calorimetric analyses","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Span (engineering); Mathematics; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004107833,0.0004369923,0.0002861575,0.0005087128,0.0001899871,0.0006737884,0.0004123971,0.0006417399,0.003411185],"category_scores_gemma":[0.001021057,0.000270011,0.0008625272,0.0006934264,0.0002788034,0.000781266,0.0004651354,0.0006273982,0.001096219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595017,"about_ca_system_score_gemma":0.001272076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04578457,"about_ca_topic_score_gemma":0.02360752,"domain_scores_codex":[0.9998982,0.00001828552,0.000005434658,0.00003233504,0.00002846729,0.00001722223],"domain_scores_gemma":[0.9998648,0.00001079317,0.00001893941,0.00001554079,0.00007126185,0.00001862236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004586098,0.00008710492,0.03589282,0.0004070914,0.0002397093,0.0005950787,0.0002892678,0.7431873,0.01048885,0.1125673,0.02607888,0.06970797],"study_design_scores_gemma":[0.0001749595,0.0001127997,0.07753865,0.0001238097,0.0001500763,0.0005565218,0.0003277564,0.7004174,0.005105499,0.06814006,0.1471551,0.0001974093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7641541,0.002760881,0.08320406,0.006981603,0.001054358,0.0000975483,0.05211772,0.001676748,0.08795296],"genre_scores_gemma":[0.9466248,0.001531757,0.03043361,0.0002642199,0.0001082639,0.0001030865,0.01172168,0.000336969,0.008875707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04578457,"threshold_uncertainty_score":0.09103614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095230700210788,"score_gpt":0.2901859386015119,"score_spread":0.249233631599404,"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."}}