{"id":"W1801135627","doi":"","title":"De-Anonymising Sperm Donors in Canada: Some Doubts and Directions","year":2010,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Anonymity; Context (archaeology); Sperm bank; Sperm donation; Legislature; Lesbian; Political science; Donor insemination; Law; Offspring; Sperm; Sociology; Medicine; Geography; Gender studies; Demography; Fertility; Biology; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002835426,0.0001147708,0.0002214494,0.00009219206,0.0001271987,0.00002280167,0.00006838793,0.0001033346,0.00008071371],"category_scores_gemma":[0.0006130135,0.0001027114,0.00002250179,0.000189306,0.0001154117,0.0001281764,0.00004154606,0.0006898455,0.00001296519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915164,"about_ca_system_score_gemma":0.0009912683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7982523,"about_ca_topic_score_gemma":0.9298431,"domain_scores_codex":[0.9989583,0.00002392494,0.0001987106,0.0003147582,0.0001359143,0.0003683134],"domain_scores_gemma":[0.9992236,0.00006702161,0.00004330375,0.0003695842,0.00004462974,0.0002518203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001097305,0.00007639813,0.9338998,0.0001236338,0.00002524333,0.0001651568,0.00008264145,0.000003328977,0.02226252,0.022971,0.001893783,0.01838681],"study_design_scores_gemma":[0.0009453152,0.00006746879,0.856069,0.00007052634,0.00002157061,0.0002225678,0.000232306,0.00002332784,0.01589297,0.003568563,0.1227029,0.0001834302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862474,0.000985767,0.000002319507,0.005253563,0.0004559481,0.0002559438,0.000004352455,0.0001033695,0.006691365],"genre_scores_gemma":[0.9968072,0.0002352903,0.001099584,0.0010366,0.0002568807,0.00002537536,0.000003054775,0.00001529201,0.0005207839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1315908,"threshold_uncertainty_score":0.4188451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137359734805753,"score_gpt":0.2609816915433556,"score_spread":0.2472457180627803,"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."}}