{"id":"W1506575493","doi":"10.1007/978-1-4471-2783-3_7","title":"Experimentation and Output Analysis","year":2013,"lang":"en","type":"book-chapter","venue":"Simulation foundations, methods and applications","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001850267,0.0004460619,0.0007206243,0.001344628,0.0008862024,0.0009457308,0.0003805449,0.0004058546,0.002658237],"category_scores_gemma":[0.0003439296,0.0004152027,0.0002768121,0.000811928,0.0003354011,0.0005225767,0.0002099571,0.0002863602,0.0004218973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008514887,"about_ca_system_score_gemma":0.00006943973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002604454,"about_ca_topic_score_gemma":0.000009305734,"domain_scores_codex":[0.9959913,0.0001883676,0.001550857,0.001261597,0.0007849964,0.000222853],"domain_scores_gemma":[0.9929125,0.003527392,0.001054533,0.0012625,0.0009915124,0.0002516019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002921945,0.00002073272,0.0001413118,0.000006049511,0.000159406,6.229335e-8,0.0001102298,0.003296626,0.0000335253,0.5256119,0.0006099877,0.4700072],"study_design_scores_gemma":[0.0001271505,0.00001481845,0.0009106262,0.000006462921,0.000410486,0.000001090557,0.00008613477,0.07343698,0.00002226141,0.3681803,0.556489,0.0003146357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0000734538,0.0006745066,0.8449995,0.0006144975,0.00004625638,0.001683476,0.000103984,0.0001874471,0.1516169],"genre_scores_gemma":[0.06389645,0.0005776295,0.3799473,0.0005914475,0.0004337814,0.001650596,0.001143827,0.0001170661,0.5516419],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5558791,"threshold_uncertainty_score":0.99983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2206679140213551,"score_gpt":0.5393900711360822,"score_spread":0.3187221571147271,"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."}}