{"id":"W2033078293","doi":"10.1086/319515","title":"On Discovery, Genomes, The Society, and Society*","year":2001,"lang":"en","type":"article","venue":"The American Journal of Human Genetics","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Genome; Computational biology; Biology; Evolutionary biology; Data science; Genetics; Computer science; 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":[0.004010524,0.000581521,0.0005161802,0.001539398,0.003231171,0.006150517,0.0007533615,0.005964927,0.03053542],"category_scores_gemma":[0.009697209,0.0003140569,0.0003376173,0.001587199,0.009484809,0.009158997,0.004013264,0.006311923,0.005163044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003662995,"about_ca_system_score_gemma":0.004534293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328175,"about_ca_topic_score_gemma":0.02741084,"domain_scores_codex":[0.9974497,0.0009713687,0.00008866374,0.0003183217,0.0007163564,0.0004554537],"domain_scores_gemma":[0.9949521,0.001705548,0.0003313275,0.0006139295,0.001062041,0.001335232],"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":[0.00004067206,0.00001945342,0.001260332,0.00004149592,0.00001159698,0.00006225855,0.0003926861,0.0001051722,0.0001343362,0.5531068,0.3901261,0.05469902],"study_design_scores_gemma":[0.00001144397,0.00001286916,0.0008396753,0.00009363829,0.000005934393,0.00005541006,0.0005180903,0.00009436048,0.00006275329,0.1421668,0.856126,0.00001323524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004002221,0.01691977,0.005897916,0.7542221,0.03399686,0.00002001634,0.000452246,0.000190204,0.1842987],"genre_scores_gemma":[0.2202654,0.03770252,0.009756826,0.3142688,0.02973948,0.0001975501,0.0009627348,0.0005657489,0.3865409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9967688,"threshold_uncertainty_score":0.1021512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007938518450256131,"score_gpt":0.2500045893892294,"score_spread":0.2420660709389732,"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."}}