{"id":"W7113018279","doi":"","title":"Update NPS / January 2015","year":2015,"lang":"","type":"other","venue":"Calhoun: The Naval Postgraduate School Institutional Archive (Naval Postgraduate School)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Robotics; Pandemic; Quarter (Canadian coin); Drone; Coronavirus disease 2019 (COVID-19)","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.01331712,0.01324552,0.009265869,0.006509839,0.008883177,0.004883491,0.01755805,0.004420873,0.01163267],"category_scores_gemma":[0.01470497,0.01105017,0.006352058,0.009267058,0.02105319,0.005601041,0.009239518,0.02569093,0.4785433],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01053011,"about_ca_system_score_gemma":0.03691729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00612098,"about_ca_topic_score_gemma":0.003114147,"domain_scores_codex":[0.9380362,0.01126694,0.01032254,0.01177616,0.01667477,0.01192339],"domain_scores_gemma":[0.9544368,0.001982821,0.007602521,0.01187473,0.008020056,0.01608301],"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":[0.01074268,0.0029118,0.000854186,0.0008394336,0.007323123,0.003585172,0.0006993115,0.00482864,0.008090377,0.01791495,0.939299,0.002911351],"study_design_scores_gemma":[0.01552973,0.00216351,0.005552443,0.005218694,0.005402266,0.006771511,0.0007149014,0.002792859,0.00083191,0.068518,0.8738977,0.01260651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02653533,0.05337464,0.001883035,0.05023144,0.0345065,0.02991585,0.1352749,0.006311986,0.6619663],"genre_scores_gemma":[0.1310508,0.02555717,0.01052464,0.02076936,0.05299333,0.003460761,0.09161489,0.0157692,0.6482599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4669106,"threshold_uncertainty_score":0.9987736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625845736666691,"score_gpt":0.2827473916504306,"score_spread":0.2564889342837636,"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."}}