{"id":"W7053777296","doi":"","title":"2021: year in energy","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Fossil fuel; Energy policy; Carbon fibers; Miracle","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005708571,0.000945388,0.000665293,0.0008850208,0.001756667,0.005862767,0.0006854453,0.001959575,0.6162164],"category_scores_gemma":[0.001189032,0.0003139838,0.0005100743,0.001246884,0.0002731307,0.002720147,0.001817298,0.002020336,0.6460725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000913073,"about_ca_system_score_gemma":0.002723382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162158,"about_ca_topic_score_gemma":0.03151833,"domain_scores_codex":[0.9996778,0.00001603215,0.00001336285,0.00003312224,0.00016262,0.00009705964],"domain_scores_gemma":[0.9992015,0.00002820533,0.00002518794,0.00003541501,0.0001972136,0.0005125753],"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":[0.00002244456,0.00001361031,0.00009463129,0.00003518868,8.608284e-7,0.00001544968,0.000004865534,0.00002635531,0.00005310668,0.0005729517,0.9823934,0.01676717],"study_design_scores_gemma":[0.000006501364,0.000008877274,0.0004357428,0.00002650103,7.297787e-7,0.00001331361,0.00002585158,0.0000190266,0.00003253461,0.0002291994,0.9991985,0.000003223886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001074188,0.002028626,0.0003704544,0.007965988,0.01668611,0.0001419016,0.02434929,0.001925544,0.9454579],"genre_scores_gemma":[0.002741012,0.001162332,0.0002255302,0.002867567,0.0009535138,0.00007874228,0.009294727,0.0005965697,0.98208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6162164,"threshold_uncertainty_score":0.5474207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003656829330222408,"score_gpt":0.1600200476446227,"score_spread":0.1563632183144003,"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."}}