{"id":"W7028917850","doi":"","title":"#Headlines With Craig Silliphant - Apr 14","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Headline; Context (archaeology); Government (linguistics); Narrative","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":[0.00009761399,0.0003930425,0.0004794048,0.0001110551,0.0001091075,0.00009675315,0.0003039465,0.0003228181,0.6154237],"category_scores_gemma":[0.00004591065,0.0003405221,0.0001137604,0.000003520248,0.0004489979,2.408836e-7,0.00009531492,0.0003393157,0.005221571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004152639,"about_ca_system_score_gemma":0.00002262155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221726,"about_ca_topic_score_gemma":0.005324062,"domain_scores_codex":[0.9985254,0.00003482807,0.0004980416,0.0002503743,0.000369974,0.0003214156],"domain_scores_gemma":[0.998752,0.00006128917,0.0005952191,0.0004363903,0.0000816512,0.00007346901],"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":[0.00003262358,0.00004488516,0.000003680167,0.0003729236,0.0001212718,0.00006017641,0.0006508285,0.00007074236,3.278895e-7,0.0007024222,0.9973462,0.0005939433],"study_design_scores_gemma":[0.0004046825,0.0001591178,0.000003995452,0.0005140146,0.00007340244,0.00007421322,0.0007997794,0.000006183554,0.000008854652,0.000008151068,0.9975376,0.0004099628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008068461,0.001060888,4.39274e-7,0.0002508963,0.0003302163,0.0003185454,0.0002142244,0.0003421461,0.997402],"genre_scores_gemma":[0.0008437749,0.0001846144,0.0006813278,0.0003055088,0.0004030973,0.0000228826,0.0003831405,0.0001641776,0.9970115],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6102021,"threshold_uncertainty_score":0.9999047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009289441862653949,"score_gpt":0.1699656688367715,"score_spread":0.1606762269741175,"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."}}