{"id":"W7004865910","doi":"","title":"The Organisational Work of Lady Ishbel Aberdeen,&#13;\\nMarchioness of Aberdeen and Temair. (1857-1939)","year":2001,"lang":"en","type":"dissertation","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Work (physics); Period (music); Northern ireland; Subject (documents)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004108228,0.0004064369,0.0009868557,0.0007254826,0.000197305,0.00001684614,0.000633213,0.001023366,0.00005282444],"category_scores_gemma":[0.002407036,0.0003256704,0.0001722139,0.001257936,0.001096148,0.0001452477,0.0001718436,0.0008056682,0.00001120099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005599174,"about_ca_system_score_gemma":0.0004746124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002659206,"about_ca_topic_score_gemma":0.0004738756,"domain_scores_codex":[0.9973391,0.00002935701,0.001117623,0.0004840075,0.0006523233,0.0003775337],"domain_scores_gemma":[0.996941,0.0003518376,0.001035932,0.0008743856,0.0006820348,0.0001147589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006769594,0.003705577,0.3016008,0.0086211,0.005065358,0.000408235,0.0021754,0.0003480907,0.01899946,0.2551361,0.03718779,0.3599824],"study_design_scores_gemma":[0.01567333,0.003263428,0.5990695,0.01797002,0.004035024,0.0005436715,0.005755716,0.0002910682,0.1629602,0.05189649,0.1357868,0.002754761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824299,0.004241053,0.0002021623,0.002401527,0.001067044,0.0008229798,0.0001606754,0.0001748122,0.008499898],"genre_scores_gemma":[0.9902857,0.001946193,0.003858047,0.00004119601,0.0001671072,0.00006551729,0.001162061,0.00006114046,0.002413063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3572277,"threshold_uncertainty_score":0.9999195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163990853933742,"score_gpt":0.2631760673984473,"score_spread":0.2515361588591099,"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."}}