{"id":"W7065236142","doi":"","title":"Elliot Ackerman & Omar El Akkad: Live at Politics and Prose","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Refugee; Power (physics); Spanish Civil War; Government (linguistics); Duty; Plague (disease); Middle East","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":[0.0001114494,0.0003779698,0.0004607916,0.00008443336,0.0001396525,0.00006760605,0.0002487578,0.0002342041,0.5341065],"category_scores_gemma":[0.00001420966,0.0003629246,0.000177644,0.00000983176,0.0002714007,3.864218e-7,0.0001430853,0.0001964841,0.04897549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000404312,"about_ca_system_score_gemma":0.00002838395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004114524,"about_ca_topic_score_gemma":0.0006400611,"domain_scores_codex":[0.9985206,0.00004550796,0.0004873761,0.0002593154,0.0003040836,0.0003830949],"domain_scores_gemma":[0.99874,0.00004819484,0.0005027676,0.0004256032,0.00012258,0.0001608686],"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":[0.00002773786,0.00005226603,0.00022403,0.0001707205,0.0001791447,0.00000187114,0.0002892048,0.0000088942,0.000001620498,0.0002848577,0.9985241,0.0002355656],"study_design_scores_gemma":[0.0003231657,0.00008516473,0.00003902265,0.000153697,0.0001657301,0.000007061657,0.0001297401,0.00001530643,0.00004237355,0.00009205526,0.9985827,0.0003640022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001718829,0.0001394959,0.000001859099,0.00006475643,0.0001148473,0.0003164018,0.0002469824,0.00006908551,0.9973277],"genre_scores_gemma":[0.001868427,0.0001051418,0.001067178,0.0001002508,0.0005631911,0.0000137584,0.0005032455,0.00009804046,0.9956807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.485131,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004854087428171148,"score_gpt":0.205985495234389,"score_spread":0.2011314078062179,"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."}}