{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008167187,0.00008568606,0.0001283141,0.00003109222,0.000223791,0.00004191996,0.00003760881,0.00008854381,0.00003641021],"category_scores_gemma":[0.0001121974,0.00007590905,0.00002149458,0.00005436111,0.00008045738,0.00008661336,0.00004205347,0.0001315175,0.00001212717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000341383,"about_ca_system_score_gemma":0.00006470017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007093803,"about_ca_topic_score_gemma":0.000001591641,"domain_scores_codex":[0.9994152,0.00002601956,0.0001380782,0.0001794148,0.0001252817,0.000115995],"domain_scores_gemma":[0.9994619,0.0001068358,0.00003915836,0.0001269309,0.0001585366,0.0001065703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003392574,0.0001612232,0.9059596,0.00007476433,0.0001095324,0.0001698096,0.0005428357,0.000004224582,0.04036631,0.0004010641,0.0215076,0.0303638],"study_design_scores_gemma":[0.002230561,0.0008762503,0.7002481,0.0004684745,0.0001582514,0.0008795497,0.0002848388,0.00101263,0.2459698,0.00006280636,0.04744064,0.0003681003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691641,0.0007314446,0.0007685101,0.0009796845,0.001281644,0.0001875573,0.000007519423,0.0001444473,0.02673503],"genre_scores_gemma":[0.9948155,0.00001852611,0.001681182,0.0002496206,0.001844193,0.00001039057,0.00003569765,0.00001104678,0.001333831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2057114,"threshold_uncertainty_score":0.3095481,"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."}}