{"id":"W7074558427","doi":"","title":"COSIMAR: Continuous Operational Signature Monitoring Awareness and Recommendation:","year":2018,"lang":"en","type":"article","venue":"TNO Repository","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adversary; Signature (topology); Joint (building); Identification (biology); Presentation (obstetrics); Situation awareness","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001443813,0.001244373,0.0006000941,0.001276534,0.0003320483,0.001140967,0.001485154,0.001154851,0.007870292],"category_scores_gemma":[0.005173893,0.0003282358,0.0002973693,0.0006470778,0.0001988431,0.001266174,0.001172186,0.0007620927,0.00503972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720208,"about_ca_system_score_gemma":0.0006927751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572622,"about_ca_topic_score_gemma":0.003341955,"domain_scores_codex":[0.9990247,0.0001642608,0.00008411154,0.0002057939,0.0004258917,0.00009528414],"domain_scores_gemma":[0.9972312,0.0007796694,0.0003371746,0.0008064782,0.0006338072,0.0002116621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001409209,0.0006264836,0.008542938,0.0006235507,0.00009902207,0.0008116855,0.0006172608,0.008308074,0.05402087,0.003187885,0.0759837,0.8457692],"study_design_scores_gemma":[0.0004838298,0.001391392,0.02752139,0.0003028466,0.000213751,0.002986185,0.0006546425,0.4769035,0.2185321,0.008975919,0.2616805,0.0003540043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.06784452,0.0006817272,0.6692015,0.001109795,0.0003824752,0.001103224,0.004983149,0.2334103,0.02128332],"genre_scores_gemma":[0.5632796,0.0008983874,0.3835905,0.0006874213,0.0002306759,0.0006992799,0.009486853,0.003476575,0.03765085],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007870292,"threshold_uncertainty_score":0.02632874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747275604507807,"score_gpt":0.2875486262654449,"score_spread":0.2700758702203668,"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."}}