{"id":"W7028507737","doi":"","title":"February 21: Red Flags","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"FLAGS register; Head (geology); Feature (linguistics); Shot (pellet)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001140982,0.000277838,0.0003699345,0.0001325504,0.0003782711,0.00008001491,0.0006047767,0.0003578845,0.8876187],"category_scores_gemma":[0.000302513,0.0003310232,0.000178256,0.0000198404,0.000264764,0.000001006438,0.00009376238,0.0003649583,0.007581574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554526,"about_ca_system_score_gemma":0.0003346193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08889577,"about_ca_topic_score_gemma":0.02656282,"domain_scores_codex":[0.9974146,0.0006237084,0.0006174959,0.0002480507,0.0007311566,0.000364926],"domain_scores_gemma":[0.9984301,0.0001855625,0.0006045628,0.000444484,0.0001520941,0.0001831359],"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":[0.00002752579,0.0000523312,0.00001759925,0.0001484751,0.00003768909,0.00001144999,0.002584825,0.000009966135,5.791252e-8,0.000395816,0.996002,0.0007122668],"study_design_scores_gemma":[0.0002407147,0.00005729468,0.00002151782,0.00008412067,0.0000282948,0.0000107416,0.003320024,7.810377e-7,8.224726e-7,0.00006898509,0.9958293,0.0003374146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001902248,0.0004536856,1.149597e-7,0.006259699,0.0008414527,0.0007107171,0.0001175138,0.0003454079,0.9912524],"genre_scores_gemma":[0.0002804714,0.0009599989,0.0004961964,0.0005134036,0.0005021511,0.00005105543,0.0003327214,0.0001224306,0.9967416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8800371,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009206168349572955,"score_gpt":0.2242184238279936,"score_spread":0.2150122554784206,"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."}}