{"id":"W4409825247","doi":"10.3389/fgene.2025.1566291","title":"Emerging and evolving values in the changing landscape of genomics","year":2025,"lang":"en","type":"article","venue":"Frontiers in Genetics","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill Genome Centre","funders":"","keywords":"Genomics; Sustainability; Accountability; Mainstreaming; Scarcity; Health care; Corporate governance; Equity (law); Context (archaeology); Engineering ethics; Political science; Mainstream; Business; Public relations; Biology; Engineering; Law; Economics; Genetics; Ecology","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":[0.05153134,0.000687214,0.001257894,0.0023431,0.01021793,0.02777261,0.003301139,0.01225432,0.005277989],"category_scores_gemma":[0.02949273,0.0005367768,0.0006719922,0.002870759,0.1146388,0.03293125,0.01635627,0.01746167,0.0007197253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01352594,"about_ca_system_score_gemma":0.01439445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002709185,"about_ca_topic_score_gemma":0.003264947,"domain_scores_codex":[0.9653503,0.02308459,0.0008000931,0.003161855,0.005403004,0.002200215],"domain_scores_gemma":[0.9565916,0.02990701,0.001735598,0.003126686,0.003661612,0.00497746],"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":[0.0000155957,0.00001522699,0.0003513079,0.00009347894,0.000007119492,0.0001822387,0.01621227,0.0001755455,0.0002868599,0.9572623,0.005921747,0.0194764],"study_design_scores_gemma":[0.000006783624,0.00001948304,0.0003982408,0.000352753,0.00000465646,0.0002650033,0.02054514,0.0002110018,0.0002228756,0.8532409,0.1246988,0.00003446911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02789086,0.03993757,0.02956672,0.8011326,0.002999708,0.00004006061,0.00008328282,0.0001034257,0.09824587],"genre_scores_gemma":[0.8513248,0.03337472,0.02216284,0.07716903,0.005228119,0.0001248637,0.0000990644,0.000222292,0.01029424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05153134,"threshold_uncertainty_score":0.272527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003255465886409003,"score_gpt":0.2531798013989114,"score_spread":0.2499243355125024,"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."}}