{"id":"W7009668636","doi":"","title":"Ep. #263. Andrew Gough, V-EH!","year":2022,"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":"Mental health; Medal; Service (business); Mental illness; Terrorism; Sacrifice; Adventure; Sign (mathematics); National service","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":[0.0003551599,0.0007898682,0.0005251004,0.0008599643,0.001816036,0.003903082,0.001212271,0.002676312,0.9338527],"category_scores_gemma":[0.002624712,0.0005961927,0.0004433421,0.000885604,0.0005885575,0.002689658,0.002508336,0.001844993,0.8772389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478298,"about_ca_system_score_gemma":0.001800244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03925863,"about_ca_topic_score_gemma":0.06987055,"domain_scores_codex":[0.9996519,0.00002879422,0.00001421997,0.00005369904,0.0001661833,0.00008519674],"domain_scores_gemma":[0.9988084,0.0001548667,0.00004639816,0.00008944375,0.0004854319,0.0004154725],"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":[0.00001217805,0.000007862089,0.00003869354,0.00003317796,4.795758e-7,0.00001577772,0.00001345724,0.000006670597,0.00003162753,0.0005434688,0.9858642,0.01343238],"study_design_scores_gemma":[0.000007051043,0.00000471929,0.00029196,0.0000644452,5.458518e-7,0.00002392262,0.0000492225,0.00001481397,0.00002422147,0.0001680471,0.9993472,0.000003845211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000174579,0.0006213961,0.0001119608,0.00224672,0.001420344,0.00008548585,0.004556557,0.001191888,0.9895911],"genre_scores_gemma":[0.0005486894,0.0002881417,0.00004723464,0.0009621729,0.0001147056,0.00003011478,0.0009085243,0.000315369,0.996785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06614733,"threshold_uncertainty_score":0.09435105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006589802354023041,"score_gpt":0.1899035693751888,"score_spread":0.1833137670211658,"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."}}