{"id":"W7046956797","doi":"","title":"Ep.490- TWIPYS Talk+ SAPS + YEGPIN + Weird Al","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gloom; Work (physics); Period (music); Government (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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001793305,0.000393912,0.0005046671,0.0001286336,0.0001060107,0.00003841739,0.0004945021,0.0002553441,0.8906844],"category_scores_gemma":[0.0000270342,0.0004160285,0.0002400256,0.00001602482,0.0001418518,2.606217e-7,0.0002204663,0.0006117506,0.01746039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004608688,"about_ca_system_score_gemma":0.00004379003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01761574,"about_ca_topic_score_gemma":0.000382811,"domain_scores_codex":[0.9983348,0.00007445711,0.0005722204,0.0002843766,0.0003474286,0.0003867768],"domain_scores_gemma":[0.9987373,0.0000783307,0.0004816724,0.0005434201,0.00006694094,0.0000922814],"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":[0.00000831973,0.00006168192,0.00007399942,0.00009076799,0.0001400351,0.000009824115,0.0001113012,0.00003426931,8.054787e-7,0.0003295536,0.9956559,0.003483545],"study_design_scores_gemma":[0.0005052903,0.00009522534,0.000002434364,0.0000673023,0.00005828486,0.00003394533,0.002521562,0.000008409479,0.00001559074,0.00004631048,0.9962407,0.0004049612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007569531,0.0002278827,6.812917e-7,0.0003812095,0.0005091761,0.0003317753,0.0002950852,0.0003715317,0.9971257],"genre_scores_gemma":[0.005685054,0.00002925406,0.0006162612,0.0003338146,0.0002760074,0.00004776988,0.0005903228,0.000175319,0.9922462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.873224,"threshold_uncertainty_score":0.9998292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00596795916990495,"score_gpt":0.1923031176726959,"score_spread":0.186335158502791,"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."}}