{"id":"W6926554332","doi":"10.25446/oxford.21446142","title":"(100724) Henry James Lethbridge Beck","year":2022,"lang":"en","type":"other","venue":"University of Oxford","topic":"Social and Economic Solidarity","field":"Social Sciences","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001847546,0.00009773894,0.0002506227,0.0001201393,0.000431635,0.000009700488,0.0004630618,0.0002031628,0.07039784],"category_scores_gemma":[0.00002851949,0.0001384876,0.000150773,0.0001210735,0.0004176743,0.00005178994,0.0001655971,0.0001709753,0.00008625266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151191,"about_ca_system_score_gemma":0.0002390202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06518722,"about_ca_topic_score_gemma":0.01689586,"domain_scores_codex":[0.9992673,0.00008850898,0.00006642119,0.000196957,0.0001733343,0.0002074142],"domain_scores_gemma":[0.9995315,0.00004587531,0.000171165,0.0001550194,0.00001543611,0.00008099549],"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":[0.00000945036,0.00003086477,0.003654744,0.00001540807,0.00006441353,0.00001007507,0.007213286,7.349662e-7,1.566358e-7,0.007654659,0.9789746,0.00237157],"study_design_scores_gemma":[0.0001642434,0.00001353285,0.0005051207,0.000009576646,0.0000284996,1.310399e-7,0.02668676,7.634836e-7,1.995302e-7,0.0002982449,0.9721519,0.0001410254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002168652,0.0001917109,0.00001513274,0.0007660012,0.0005525371,0.0001460631,0.0001151635,0.0001320479,0.9959127],"genre_scores_gemma":[0.00300947,0.001026915,0.0001716007,0.0001061871,0.000329205,1.844282e-7,0.00003035761,0.00004991207,0.9952762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07031158,"threshold_uncertainty_score":0.9428288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950009092270643,"score_gpt":0.2337821335457042,"score_spread":0.2142820426229978,"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."}}