{"id":"W7094624553","doi":"","title":"9788884536785.pdf","year":2022,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; European Commission; Natural Sciences and Engineering Research Council of Canada; Sixth Framework Programme; General Secretariat for Research and Technology; Universitat Rovira i Virgili","keywords":"Emerging technologies; Work (physics); Government (linguistics); Legislation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002898971,0.0003521776,0.0004546514,0.0001945451,0.0002781948,0.0001048406,0.0004841216,0.0001778804,0.9755751],"category_scores_gemma":[0.0003974397,0.0002688236,0.000191365,0.0003397714,0.0001429671,0.00006735736,0.0003541604,0.000650114,0.9136837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755754,"about_ca_system_score_gemma":0.0002544984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000663041,"about_ca_topic_score_gemma":0.0001278137,"domain_scores_codex":[0.9980561,0.0001134176,0.0003143838,0.0004780802,0.000677157,0.0003609059],"domain_scores_gemma":[0.9982201,0.0002886782,0.0002934946,0.0009816417,0.00004583825,0.0001702485],"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":[0.00005505607,0.0001004444,0.001519707,0.0000640864,0.0002245544,0.00006594521,0.00004061534,0.000003313444,0.00000706216,0.001023879,0.05689399,0.9400014],"study_design_scores_gemma":[0.0008297209,0.0001395665,0.002621426,0.0001443189,0.0003476437,0.0001002509,0.00007633686,0.0000401704,0.00000957903,0.0001725089,0.9952123,0.0003062108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004922876,0.00001534873,0.0001886996,0.002137355,0.0007380611,0.000896253,5.747053e-8,0.0003260512,0.9956489],"genre_scores_gemma":[0.001531005,0.0001957121,0.0009438881,0.002163365,0.001018679,0.0001913232,0.002645753,0.0004585936,0.9908517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9396951,"threshold_uncertainty_score":0.9999764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675117770141827,"score_gpt":0.2743659511391012,"score_spread":0.2576147734376829,"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."}}