{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004250865,0.0001739202,0.0002326434,0.00006657793,0.00001138445,0.00002265852,0.0001508703,0.0002416482,0.2715089],"category_scores_gemma":[0.00003203766,0.0002014863,0.00006258381,0.000009869302,0.00002627923,4.228419e-8,0.00003323251,0.0001429526,0.003596833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002947643,"about_ca_system_score_gemma":0.00001258059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492208,"about_ca_topic_score_gemma":0.002570536,"domain_scores_codex":[0.9992629,0.00001208566,0.0003163006,0.00009722546,0.0001438065,0.0001676721],"domain_scores_gemma":[0.9995423,0.00006347943,0.0000814213,0.0002253328,0.00003213285,0.00005534404],"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":[0.000001614206,0.00001508412,9.429986e-7,0.0001441558,0.0000206899,0.00001121545,0.00001410887,0.006227592,5.606572e-7,0.0002295888,0.9922228,0.001111653],"study_design_scores_gemma":[0.0001765369,0.000008246999,0.000004884993,0.0001932321,0.00001005259,0.000007890758,0.00002188263,0.0003659601,0.00003845482,0.00001274319,0.9989667,0.0001933957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003888754,0.0004759097,9.826596e-7,0.00004312938,0.0001576187,0.00009197649,0.000119832,0.00008240106,0.9989893],"genre_scores_gemma":[0.0008779177,0.001957319,0.0008821129,0.00004818278,0.0001031054,0.00002704429,0.0003214441,0.00009497254,0.9956879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.267912,"threshold_uncertainty_score":0.997179,"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."}}