{"id":"W7000212534","doi":"","title":"Episode 28 : The FSD Beta","year":2020,"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":"BETA (programming language); Join (topology); MEDLINE; Interferon beta","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":["insufficient_payload"],"category_scores_codex":[0.00146004,0.0005262478,0.0003362847,0.000714763,0.006859976,0.007561162,0.001060907,0.002783572,0.4324929],"category_scores_gemma":[0.006406039,0.0004372686,0.0003770688,0.0007873672,0.0005794117,0.003095255,0.004429353,0.00531018,0.1959842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002851641,"about_ca_system_score_gemma":0.002260261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03613786,"about_ca_topic_score_gemma":0.07299755,"domain_scores_codex":[0.99862,0.0001312672,0.00003131969,0.0001089592,0.000533875,0.0005745551],"domain_scores_gemma":[0.9977072,0.0001574546,0.00006292796,0.0001399982,0.0007010396,0.001231343],"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":[0.00001645713,0.000008232376,0.000150399,0.000009027574,5.385233e-7,0.00005509582,0.000268994,0.000005365725,0.00002917885,0.001450449,0.992498,0.005508206],"study_design_scores_gemma":[0.000004409138,0.000005590904,0.0005391869,0.00001995786,4.154203e-7,0.00002721929,0.0005042488,0.000007894936,0.00003135593,0.0002573493,0.9985996,0.000002847206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002871356,0.0003593591,0.0004118151,0.01791369,0.006293169,0.0001086795,0.003374783,0.001136602,0.9675305],"genre_scores_gemma":[0.01016689,0.0001400398,0.00008986543,0.006514613,0.0007248325,0.00006688428,0.001584438,0.0005622449,0.9801502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5675071,"threshold_uncertainty_score":0.80948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007875777717576884,"score_gpt":0.1898904932597481,"score_spread":0.1820147155421712,"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."}}