{"id":"W2290293090","doi":"10.18452/3941","title":"Worldscope meets Compustat","year":2005,"lang":"en","type":"book","venue":"edoc Publication server (Humboldt University of Berlin)","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Computer science","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":[0.0004064368,0.0004178892,0.0006856448,0.0006351186,0.0001447934,0.00009754734,0.001792148,0.0005242671,0.001738379],"category_scores_gemma":[0.0000198435,0.0005932114,0.0002748965,0.0004340509,0.0001809001,0.0008322777,0.0002987478,0.0005579648,0.001527197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000716718,"about_ca_system_score_gemma":0.0003462202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004908548,"about_ca_topic_score_gemma":0.0002242016,"domain_scores_codex":[0.9979284,0.0001144156,0.0006157437,0.0004441339,0.0005655503,0.0003317349],"domain_scores_gemma":[0.996377,0.0001650222,0.0004808622,0.001913747,0.0008443812,0.0002190183],"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":[0.00002362804,0.0001143068,0.0002001654,0.0007091671,0.0006401783,0.000006710206,0.001843735,0.001464226,0.0000782088,0.02100327,0.9482591,0.02565737],"study_design_scores_gemma":[0.0004865817,0.00001311508,0.0008287668,0.0002019021,0.00007790691,0.000005308338,0.0001040072,0.001113378,0.00004132613,0.0001224441,0.9965214,0.0004838549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004429659,0.006148152,0.0009034425,0.001285987,0.0006414566,0.0007858619,0.0001897133,0.001105508,0.9884969],"genre_scores_gemma":[0.0107446,0.003625801,0.00314474,0.0001229876,0.0003682148,0.000001909294,0.002326704,0.0001480771,0.979517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04826237,"threshold_uncertainty_score":0.9996519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345632700005403,"score_gpt":0.1851406015101967,"score_spread":0.1716842745101427,"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."}}