{"id":"W7028772927","doi":"","title":"HIST 5702 X Crompton Wilkinson Un Essay","year":2014,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frith; Subject (documents); Focus (optics)","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":[0.0002787392,0.0003455571,0.0004107346,0.0001306127,0.0001166425,0.0001953253,0.0007839,0.0004017093,0.1014369],"category_scores_gemma":[0.00006817254,0.0003337035,0.0001449791,0.00001429479,0.0001528838,6.406158e-7,0.0001443527,0.000292774,0.01273238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005984243,"about_ca_system_score_gemma":0.00008016243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115544,"about_ca_topic_score_gemma":0.000144676,"domain_scores_codex":[0.9982837,0.00008635916,0.0005764519,0.0003107386,0.0004260432,0.000316685],"domain_scores_gemma":[0.9983043,0.00005813187,0.0007967044,0.0005749314,0.0001567448,0.0001091901],"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":[0.000008254708,0.0000226205,0.000001414138,0.0003308078,0.00002648135,0.000005859445,0.00009863917,0.00004787248,3.184408e-7,0.0001495709,0.9479488,0.05135937],"study_design_scores_gemma":[0.0003679788,0.00007292491,0.000003746389,0.000296586,0.00002354736,0.0001891084,0.00001023329,0.0005589589,0.00004636625,0.00007791774,0.9979833,0.0003692805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005930571,0.0003755894,0.00068123,0.0002498889,0.0009903579,0.0001852042,0.00001458381,0.0004257558,0.9970714],"genre_scores_gemma":[0.0003175466,0.00008866581,0.02541387,0.0003150876,0.0002302023,0.000008800227,0.00004064459,0.00007426536,0.9735109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08870452,"threshold_uncertainty_score":0.9999115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003571657619907116,"score_gpt":0.1692464053132419,"score_spread":0.1656747476933348,"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."}}