{"id":"W7018657539","doi":"","title":"Dublin Region Public Analyst's Laboratory annual report 2002","year":2013,"lang":"en","type":"report","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Annual report; Quarter (Canadian coin); Preliminary report; Technical report","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004893602,0.003210532,0.004526597,0.002088705,0.002830682,0.002556122,0.004701584,0.00303651,0.0004497874],"category_scores_gemma":[0.001747311,0.002696605,0.001899225,0.005115336,0.001449526,0.007872291,0.001939213,0.006589838,0.003499316],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003608542,"about_ca_system_score_gemma":0.03296996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003803222,"about_ca_topic_score_gemma":0.00007421807,"domain_scores_codex":[0.9719601,0.004122994,0.007653387,0.004763756,0.007031188,0.004468579],"domain_scores_gemma":[0.9693791,0.0006737793,0.01378598,0.009518222,0.003749508,0.002893416],"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":[0.00007986619,0.0008966785,0.01448806,0.001303878,0.001113334,0.008344945,0.0005364055,0.00001082759,0.000008661937,0.00009104896,0.9720727,0.001053597],"study_design_scores_gemma":[0.000806494,0.001095333,0.02825538,0.001299893,0.0004194869,0.005413474,0.0006954391,0.00003946603,0.0000831068,0.0000715947,0.9591348,0.002685491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08093551,0.17335,0.0001056187,0.0973527,0.06366406,0.02216089,0.01170078,0.01330181,0.5374287],"genre_scores_gemma":[0.1016906,0.008831523,0.0009925667,0.00423831,0.02822615,0.002727143,0.006870513,0.005211038,0.8412122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3037835,"threshold_uncertainty_score":0.9984793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117995598566315,"score_gpt":0.2827477909047176,"score_spread":0.2515678349190545,"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."}}