{"id":"W1549236035","doi":"10.1002/9781118403198.app7","title":"Appendix G: General Design Checklists","year":2012,"lang":"en","type":"other","venue":"","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Corporation; Citation; Library science; Computer science; Management; Law; Political science; Economics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001179797,0.0002568577,0.0002275188,0.0001958533,0.00001631183,0.00003552749,0.0002612811,0.0003422145,0.0181457],"category_scores_gemma":[0.00000286549,0.0002364306,0.00006496834,0.00009951745,0.00003569237,0.00002454018,0.00005617777,0.0002632661,0.005072982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007570531,"about_ca_system_score_gemma":0.00001671152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008441279,"about_ca_topic_score_gemma":0.0001226874,"domain_scores_codex":[0.9990159,0.00001722503,0.0001244731,0.0001655387,0.0002061173,0.0004707602],"domain_scores_gemma":[0.9994692,0.000009991775,0.00001522783,0.0003453828,0.000009603476,0.0001505449],"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":[8.857265e-7,0.00001087491,0.00001227806,0.00007714074,0.00008393581,0.000006066625,0.000007405304,0.001759941,0.0005877767,0.006374971,0.9885213,0.002557375],"study_design_scores_gemma":[0.00009292308,0.000005732293,0.00003340338,0.00001725938,0.000009088122,0.000003754405,0.000001234816,0.3032479,0.0000190061,0.00005305444,0.6961918,0.0003248237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006851366,0.001482547,0.1532247,0.000006868047,0.00044969,0.0002160699,0.00003599762,0.0006857596,0.8438915],"genre_scores_gemma":[0.0005737755,0.0007012171,0.01798053,0.00001263333,0.0005887931,0.00002553381,0.0001821185,0.0009999523,0.9789355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.301488,"threshold_uncertainty_score":0.9957017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692858096375227,"score_gpt":0.2463571194368117,"score_spread":0.2294285384730594,"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."}}