{"id":"W7037588746","doi":"","title":"Episode 126: Trans Fats, the Pay Gap, Passwords, Physiospect","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"RSS; Notice; Pseudoscience; Government (linguistics); Social media; Authentication (law); Identity (music); Gender identity","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":[0.0001500519,0.0003837695,0.0004150929,0.00001167814,0.0002637204,0.0001369943,0.0008952314,0.0003040342,0.3485679],"category_scores_gemma":[0.0001106418,0.0001331073,0.0003416945,0.000009311675,0.0002237685,4.173161e-7,0.00009740826,0.0002777265,0.006017886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002470124,"about_ca_system_score_gemma":0.00001273727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01716576,"about_ca_topic_score_gemma":0.02687714,"domain_scores_codex":[0.9984139,0.0001013974,0.0003842668,0.0002624674,0.0004639901,0.0003739352],"domain_scores_gemma":[0.9987444,0.0001632778,0.0005969272,0.0002676778,0.00009525115,0.0001324857],"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":[0.00004705513,0.00005021016,0.00001574387,0.00009051913,0.00005583277,0.000009517602,0.00002575891,0.000007984177,0.00001858024,0.00002345336,0.9866057,0.01304963],"study_design_scores_gemma":[0.0001551242,0.000177937,0.001743654,0.0001784864,0.00006944218,0.00001423487,0.00005841598,0.000003633214,0.00001665104,0.00002172577,0.9972174,0.0003433238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002135907,0.0006600777,5.473509e-8,0.001100628,0.0001913154,0.0004808017,0.0006341281,0.0001827043,0.9965367],"genre_scores_gemma":[0.015908,0.0007825738,0.0000417848,0.0004142299,0.0005691845,0.00002526103,0.0002745491,0.00001536998,0.9819691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.34255,"threshold_uncertainty_score":0.994756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051748624105436,"score_gpt":0.1898287578650324,"score_spread":0.1793112716239781,"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."}}