{"id":"W6907943005","doi":"10.25446/oxford.21446142.v1","title":"(100724) Henry James Lethbridge Beck","year":2022,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Mores; Census; Social research; George (robot); Research council","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":[],"category_scores_codex":[0.001109775,0.0006321197,0.0004595339,0.001441902,0.002468228,0.004212467,0.0007443992,0.001802898,0.5327852],"category_scores_gemma":[0.003245646,0.0003619857,0.0002775778,0.0008088463,0.0009856246,0.003255406,0.002954625,0.002882098,0.3675747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355775,"about_ca_system_score_gemma":0.001885425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009347806,"about_ca_topic_score_gemma":0.02911725,"domain_scores_codex":[0.9993953,0.0001128026,0.00002927048,0.0001556788,0.0002344301,0.00007248909],"domain_scores_gemma":[0.9989411,0.0002280338,0.00005109141,0.00006868941,0.0003319099,0.0003791708],"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":[0.000006387694,0.000004628706,0.00004400658,0.00003010712,4.946967e-7,0.00002459529,0.00008297389,0.000004650719,0.00002284765,0.002956958,0.9610695,0.03575295],"study_design_scores_gemma":[0.000001089283,0.000002406295,0.00009370359,0.00005085688,2.943132e-7,0.0000480308,0.00005570045,0.000004770434,0.000009853772,0.0003766851,0.999355,0.000001514602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005665498,0.02005767,0.001070713,0.04601359,0.02237507,0.0001115176,0.0008601347,0.0006185529,0.9083262],"genre_scores_gemma":[0.001075987,0.002531526,0.0002324099,0.003668717,0.0008201434,0.00003686721,0.00008009595,0.0001203474,0.991434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5327852,"threshold_uncertainty_score":0.6664251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04545730020299989,"score_gpt":0.3255575879343979,"score_spread":0.2801002877313981,"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."}}