{"id":"W4377942141","doi":"10.1007/978-3-030-22767-8_325","title":"Genomics and Related Sciences: Values and Ethics","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Royal Roads University; Asia Pacific Foundation of Canada","funders":"","keywords":"Engineering ethics; Genomics; Computational biology; Biology; Genetics; Engineering; Genome; Gene","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001659013,0.0006482197,0.0006400293,0.001052898,0.001854689,0.006121852,0.000784749,0.002433096,0.01457895],"category_scores_gemma":[0.002381991,0.0002889082,0.0001829977,0.001337642,0.01021705,0.004738858,0.001797086,0.003852094,0.005298016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002978061,"about_ca_system_score_gemma":0.002962608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002880188,"about_ca_topic_score_gemma":0.005974559,"domain_scores_codex":[0.999007,0.0005112791,0.00001979346,0.00007779813,0.0003308507,0.00005332128],"domain_scores_gemma":[0.9988104,0.0008423529,0.00003590751,0.00008375318,0.0001452659,0.00008227122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003102861,0.000006962103,0.00002689935,0.00002738713,0.000001043546,0.0000157557,0.0004881546,0.00005380386,0.00005944735,0.9356647,0.04861727,0.01503561],"study_design_scores_gemma":[0.000002683609,0.000004075207,0.00008899123,0.00009245693,0.000001164448,0.00005610851,0.0003488427,0.0001264438,0.0000651823,0.4577056,0.541504,0.000004547193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007771204,0.03902186,0.006376211,0.02047291,0.00171982,0.00002856347,0.00006088502,0.00007215425,0.9314705],"genre_scores_gemma":[0.04938992,0.02602347,0.01073905,0.01528232,0.002823794,0.0001640283,0.0001038973,0.0001942759,0.8952793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9981453,"threshold_uncertainty_score":0.0487715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293046482517006,"score_gpt":0.276543984262597,"score_spread":0.243613519437427,"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."}}