{"id":"W2606561130","doi":"10.29173/alr768","title":"Donor Anonymity in Canada: Assessing the Obstacles to Openness and Considering a Way Forward","year":2017,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Anonymity; Legislature; Openness to experience; Family law; Law; Charter; Reproduction; Political science; Law reform; Donation; Limiting; Statutory law; Sperm donation; Law and economics; Business; Sociology; Engineering; Medicine; Biology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004084342,0.0001112216,0.0004336608,0.00001390534,0.0002829692,0.0000549516,0.0001794964,0.00002844394,0.00001446494],"category_scores_gemma":[0.002659932,0.0000668324,0.00002501083,0.00006287001,0.0001103127,0.0001441872,0.0001729586,0.0001668809,0.000004706781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194996,"about_ca_system_score_gemma":0.0004068623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9183083,"about_ca_topic_score_gemma":0.9692754,"domain_scores_codex":[0.9990867,0.00004006903,0.0002470217,0.0002827209,0.0001023544,0.0002411697],"domain_scores_gemma":[0.9986459,0.0002530726,0.0001128027,0.000843128,0.000048586,0.00009648801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003010051,0.0000454954,0.5606875,0.01068719,0.00007137261,0.0001502782,0.0001305887,6.885541e-7,0.0001432436,0.03372993,0.004413554,0.38991],"study_design_scores_gemma":[0.0004062163,0.00003695817,0.5315645,0.00794055,0.0000776407,0.0001373676,0.0001150386,0.000005932925,0.0005278617,0.0003644837,0.4586464,0.0001770208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8354465,0.05975397,0.00000381975,0.09287267,0.0001335263,0.001489811,0.000001444066,0.00001330471,0.01028498],"genre_scores_gemma":[0.9811699,0.01270334,0.00028684,0.005628132,0.00002659439,0.00008487236,0.00000103002,0.000009507257,0.00008976933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4542329,"threshold_uncertainty_score":0.3184379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05335767804298805,"score_gpt":0.3533439724344533,"score_spread":0.2999862943914652,"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."}}