{"id":"W6930361084","doi":"10.5281/zenodo.12024600","title":"kpi pdf download","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Performance indicator; Download; Gross profit; Annual report; Economic indicator; Profit (economics); Workbook; Usability; Arrears; Performance management; Facilitator","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":[0.0004651808,0.0002012576,0.0002594626,0.0003282563,0.0003503886,0.0004055884,0.000430826,0.0001741212,0.2964949],"category_scores_gemma":[0.0003282784,0.0001948522,0.0001014425,0.0003715103,0.0001593479,0.00004641802,0.0006810908,0.0006690145,0.3818301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120561,"about_ca_system_score_gemma":0.000005286662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001593283,"about_ca_topic_score_gemma":1.877288e-7,"domain_scores_codex":[0.9983265,0.0001696544,0.0002343455,0.0004769882,0.0004357429,0.0003567233],"domain_scores_gemma":[0.9990699,0.00001189397,0.00007822421,0.0004249293,0.0001575268,0.0002575505],"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":[0.00004412089,0.00008302218,1.414233e-7,0.0007403034,0.0001349352,0.00009418077,0.0001760476,1.330245e-7,0.0006567421,0.001390387,0.9576883,0.0389917],"study_design_scores_gemma":[0.0004276147,0.0001349876,0.000004226022,0.0005240055,0.0001104958,0.0002462653,0.0001102362,0.00003642543,0.0001203145,0.0001188433,0.9979758,0.0001907752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003431334,0.0009748797,0.0002699223,0.001445156,0.0001959383,0.0004131201,0.0004135246,0.00190971,0.9943435],"genre_scores_gemma":[0.005150992,0.0004460087,0.00009253414,0.001141744,0.000941808,4.53086e-8,0.003071259,0.008803708,0.9803519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08533525,"threshold_uncertainty_score":0.7945842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07210248177905787,"score_gpt":0.3312165632292283,"score_spread":0.2591140814501704,"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."}}