{"id":"W4403252827","doi":"10.4324/9781003534792-2","title":"Sir Josiah Stamp","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":["insufficient_payload"],"category_scores_codex":[0.0003828105,0.0002175664,0.0003344928,0.00008201286,0.00003829424,0.00007785144,0.0002190928,0.0003023651,0.01682527],"category_scores_gemma":[0.0006258249,0.0001641732,0.0001512798,0.00001802436,0.000143973,0.00002369801,0.00021502,0.000719813,0.005597416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001625,"about_ca_system_score_gemma":0.0001151166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000626572,"about_ca_topic_score_gemma":0.00007015147,"domain_scores_codex":[0.9985314,0.000009944561,0.0003059538,0.0003519571,0.0005474362,0.0002532884],"domain_scores_gemma":[0.9979448,0.00133459,0.00002811135,0.0004515854,0.00009279793,0.0001480966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006772645,0.00001371349,6.793759e-8,0.0007000106,0.00005746219,0.00006208067,0.00002589781,1.856804e-8,0.000001636346,0.9309409,0.06434906,0.00384234],"study_design_scores_gemma":[0.00002989851,0.0000357318,1.585147e-7,0.0001153671,0.00002854818,0.000002592978,0.000002432238,0.00005101216,0.000006956301,0.6593993,0.340206,0.0001220666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001439332,0.0002270688,0.006419428,0.0005583501,0.0001041897,0.0002909894,0.0001729694,0.0001775647,0.992048],"genre_scores_gemma":[0.0001356779,0.00007506682,0.008821873,0.0000640012,0.000111576,0.00001035418,0.0000159774,0.00006108644,0.9907044],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2758569,"threshold_uncertainty_score":0.9951769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1725528936011953,"score_gpt":0.3991794275568075,"score_spread":0.2266265339556121,"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."}}