{"id":"W6980018207","doi":"","title":"ARCHIVEIT-1830-NONE-UCMCHE-20120113215443-00000-crawling212.us.archive.org-6682.warc.gz","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Work (physics); Process (computing)","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":[0.000283062,0.0007378772,0.0007974394,0.000284249,0.0003709922,0.0001490173,0.0005874112,0.0003179788,0.7426375],"category_scores_gemma":[0.00007789679,0.0006502878,0.0005254956,0.000008474804,0.0008985783,0.000001284555,0.0002404555,0.0006278214,0.03257299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003137215,"about_ca_system_score_gemma":0.00003888078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232032,"about_ca_topic_score_gemma":0.00969543,"domain_scores_codex":[0.9971942,0.0001478005,0.0009171771,0.0003542122,0.00060548,0.0007811372],"domain_scores_gemma":[0.9979313,0.0002014949,0.000856566,0.0006112575,0.0001620858,0.0002373185],"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":[0.0001032993,0.0001386778,0.00001906536,0.0009837326,0.0003880912,0.00002019565,0.01208564,0.000003880682,4.916366e-7,0.001633928,0.9831024,0.001520558],"study_design_scores_gemma":[0.0006272166,0.0001701686,0.00003050617,0.0004833722,0.00020579,0.00002923783,0.001584117,0.00000198002,0.000007177094,0.00005949981,0.9960418,0.0007591188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008538572,0.002557104,7.512135e-7,0.0001139419,0.001035904,0.0006353178,0.0008280841,0.000437208,0.9943063],"genre_scores_gemma":[0.002184154,0.0008549501,0.0003909293,0.0005976844,0.002186178,0.00005347123,0.0005422327,0.0002490175,0.9929414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7100645,"threshold_uncertainty_score":0.9995949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009550225696703319,"score_gpt":0.1834177916492888,"score_spread":0.1738675659525854,"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."}}