{"id":"W7017372394","doi":"","title":"Another year gone: The biggest stories of 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parliament; Favourite; Judgement; Variety (cybernetics); Work (physics); Host (biology)","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":[0.002672504,0.001059284,0.0005023812,0.0008371737,0.01015531,0.01287312,0.0009979721,0.004783276,0.09489691],"category_scores_gemma":[0.01177402,0.000332873,0.0007661252,0.00127206,0.002385202,0.008183016,0.007263871,0.01031759,0.04049608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002218955,"about_ca_system_score_gemma":0.003195993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174269,"about_ca_topic_score_gemma":0.02959374,"domain_scores_codex":[0.9970959,0.0008094631,0.00006993001,0.0001527039,0.0009392332,0.00093273],"domain_scores_gemma":[0.9946945,0.0006390237,0.0002418716,0.0002087007,0.0008241722,0.003391642],"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":[0.00002620164,0.00001801053,0.0002753992,0.0000352352,0.000004071212,0.0001918058,0.001201338,0.000005842096,0.00004403149,0.001632651,0.9884381,0.008127389],"study_design_scores_gemma":[0.000004100433,0.00001189067,0.0004965953,0.0000902703,0.000002802088,0.0001881527,0.006234059,0.00001058291,0.00005578629,0.0006313713,0.9922608,0.00001369276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008683532,0.01843773,0.0003799196,0.4026745,0.06730951,0.0000479167,0.001998375,0.0004208757,0.5000477],"genre_scores_gemma":[0.06401339,0.01088814,0.0003136552,0.2298963,0.02082824,0.0001147574,0.002066985,0.00120362,0.6706749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9051031,"threshold_uncertainty_score":0.3174618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006672281642277956,"score_gpt":0.1888495129605761,"score_spread":0.1821772313182982,"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."}}