{"id":"W7098006877","doi":"","title":"In: Proceedings from the 27","year":2015,"lang":"en","type":"article","venue":"","topic":"Military Strategy and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Component (thermodynamics); Key (lock); Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.00003422771,0.00002988375,0.00003148012,0.0000102173,0.000003982914,0.000002988739,0.0000764241,0.00003864406,0.0000989185],"category_scores_gemma":[0.00000827408,0.00001912219,0.000005081359,0.00006031758,0.00001137288,0.00005492575,0.000008303656,0.00007562006,0.0001296615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007627987,"about_ca_system_score_gemma":0.000002621984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000147883,"about_ca_topic_score_gemma":0.0001553953,"domain_scores_codex":[0.9998351,7.122371e-7,0.00004043028,0.00003754958,0.00002341381,0.00006278052],"domain_scores_gemma":[0.999928,0.000008138976,0.000001456506,0.00004396564,0.000005655002,0.00001279535],"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":[0.00001183685,0.00002381692,0.05776162,0.00001215756,0.00003840491,0.00001831118,0.0026288,0.0008552503,0.001750292,0.2489434,0.6842917,0.003664483],"study_design_scores_gemma":[0.001142102,0.00009568743,0.03279523,0.00001956622,0.00001034683,0.00001637172,0.00549768,0.03934693,0.01757243,0.3235782,0.5794843,0.0004411998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8449084,0.0003416721,0.00007550636,0.0008661867,0.000155063,0.00003655863,7.447727e-7,0.0002194232,0.1533965],"genre_scores_gemma":[0.9993539,0.000008798483,0.0002374549,0.00009025454,0.00003093148,0.000002658366,5.451091e-7,0.000003245262,0.0002722292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1544455,"threshold_uncertainty_score":0.1666579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539577019426882,"score_gpt":0.1906852585333594,"score_spread":0.1752894883390905,"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."}}