{"id":"W4200528849","doi":"10.3390/laws11010002","title":"Genetic Discrimination in Access to Life Insurance: Does Ukrainian Legislation Offer Sufficient Protection against the Adverse Consequences of the Genetic Revolution to Insurance Applicants?","year":2021,"lang":"en","type":"article","venue":"Laws","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ukrainian; Legislation; Ratification; Business; Political science; Convention; Equity (law); Actuarial science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004571887,0.00009575718,0.0003594206,0.00176996,0.001167267,0.002687766,0.0005194611,0.0008818927,0.001798582],"category_scores_gemma":[0.01309399,0.0001254112,0.0004355619,0.001421951,0.002828017,0.002216498,0.001915334,0.001014738,0.0001697723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002940727,"about_ca_system_score_gemma":0.00514699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145319,"about_ca_topic_score_gemma":0.01144946,"domain_scores_codex":[0.9966205,0.001106419,0.0002740705,0.000406284,0.00100175,0.0005908734],"domain_scores_gemma":[0.9920303,0.003951011,0.002741865,0.0003196046,0.0006929705,0.0002642821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002104483,0.0001462914,0.6524237,0.0009480471,0.0002249263,0.003615675,0.04328146,0.0009837544,0.001825531,0.1412016,0.002077948,0.1530606],"study_design_scores_gemma":[0.00001425642,0.0002034878,0.8719097,0.00216636,0.0002026443,0.003688915,0.03876876,0.000910471,0.001555249,0.0223394,0.05818252,0.00005809444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515039,0.01307121,0.001362581,0.009433468,0.00006378135,0.00002207881,0.0001780677,0.000008223587,0.02435661],"genre_scores_gemma":[0.9967378,0.001809121,0.000225628,0.0006416776,0.00002386285,0.000004669234,0.00005342509,0.000002464717,0.000501303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01145319,"threshold_uncertainty_score":0.02417874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227386665468025,"score_gpt":0.2529881866025435,"score_spread":0.2207143199478632,"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."}}