{"id":"W4392971048","doi":"10.1146/knowable-031924-2","title":"Nuclear’s role in a net-zero world","year":2024,"lang":"en","type":"article","venue":"Knowable Magazine","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zero (linguistics); Net (polyhedron); Mathematics; Philosophy; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002582271,0.000614921,0.0001882925,0.0005972781,0.005281464,0.009958589,0.0008058375,0.004235646,0.04259622],"category_scores_gemma":[0.004184691,0.0002273007,0.000205379,0.0005389841,0.005556216,0.01219021,0.004081019,0.005603058,0.0133197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002990154,"about_ca_system_score_gemma":0.002443359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003590274,"about_ca_topic_score_gemma":0.004646689,"domain_scores_codex":[0.9989175,0.0003892582,0.00002946229,0.0001446345,0.000322892,0.0001963052],"domain_scores_gemma":[0.9979983,0.000492033,0.00008147972,0.0001324474,0.0003634924,0.0009322076],"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":[0.00004672356,0.00002219689,0.0002963317,0.00006233466,0.000004440492,0.000159219,0.002190923,0.0001577358,0.0004223475,0.4165681,0.5368605,0.04320919],"study_design_scores_gemma":[0.00000260157,0.00001108071,0.00004532083,0.00005007635,0.000001132315,0.00007417225,0.0007726855,0.00004831952,0.0001351194,0.01318451,0.9856675,0.000007382965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006117797,0.007517477,0.004198488,0.2055923,0.02226685,0.00001625046,0.0001512621,0.0007762266,0.7533633],"genre_scores_gemma":[0.2185609,0.01227712,0.007259153,0.09168028,0.005956505,0.0001046787,0.0005312366,0.001314652,0.6623154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04259622,"threshold_uncertainty_score":0.1424986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009867397449521224,"score_gpt":0.2568650085402988,"score_spread":0.2469976110907776,"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."}}