{"id":"W7045594022","doi":"","title":"ARCHIVEIT-279-WEEKLY-THLENM-20110621135435-00000-crawling208.us.archive.org-6681.warc.gz","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Work (physics); Identification (biology); Product (mathematics)","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":[0.001046449,0.0006515025,0.0007776659,0.0005429172,0.0002585145,0.0002313339,0.0008549825,0.0004940496,0.4923385],"category_scores_gemma":[0.0009491515,0.000640096,0.0003904194,0.00004655666,0.0003195836,0.00000242825,0.0004523978,0.0007430371,0.07171124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004958187,"about_ca_system_score_gemma":0.0001267172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03137652,"about_ca_topic_score_gemma":0.002616061,"domain_scores_codex":[0.9960496,0.00007010283,0.001393855,0.0005218949,0.001162994,0.0008015842],"domain_scores_gemma":[0.9965894,0.0001433818,0.00192472,0.0007673433,0.0004823377,0.00009280154],"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":[0.0001394855,0.0001211638,0.0002156037,0.001290366,0.00009420711,0.000045534,0.00009349913,0.00004226299,0.000002575998,0.0003756709,0.9929574,0.004622278],"study_design_scores_gemma":[0.000684268,0.00007385731,0.000499645,0.0005884868,0.000114791,0.00002309628,0.0000783126,0.0001075265,0.000009380951,0.0002530436,0.9969012,0.0006664085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004128445,0.0001653082,0.000007922966,0.000214503,0.00079655,0.000882302,0.00008944653,0.000478813,0.9969523],"genre_scores_gemma":[0.001980604,0.0002068527,0.0007605272,0.000785656,0.001508009,0.00006156892,0.0005810812,0.0002859899,0.9938297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4206273,"threshold_uncertainty_score":0.9996051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729385164183306,"score_gpt":0.213976086262556,"score_spread":0.1966822346207229,"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."}}