{"id":"W7132943314","doi":"","title":"Productive Uncertainty and the Genomics of &apos;Neurodevelopmental Disorders&apos;: A Critical Discourse Analysis","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Certainty; Context (archaeology); Discourse analysis; Critical discourse analysis; Dominance (genetics); Bioethics; Field (mathematics); Genomics; Biobank","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.05582174,0.001206584,0.0008906607,0.007770294,0.02081795,0.02067276,0.002668901,0.00658245,0.002246111],"category_scores_gemma":[0.05544894,0.0006407981,0.0007228064,0.004991903,0.07704485,0.02841098,0.0116179,0.008730115,0.0002690838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02644307,"about_ca_system_score_gemma":0.01169814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009385721,"about_ca_topic_score_gemma":0.004479136,"domain_scores_codex":[0.9594259,0.03330835,0.0008958901,0.001459259,0.00348567,0.00142503],"domain_scores_gemma":[0.8684102,0.1209242,0.003496465,0.00138819,0.004169189,0.001611851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002214448,0.00001193349,0.0003504528,0.0001403151,0.000005217743,0.0003125955,0.7129013,0.0001493573,0.0001512783,0.2806634,0.001672766,0.003619194],"study_design_scores_gemma":[0.0000169541,0.00002056919,0.0003992454,0.001045117,0.0000167015,0.0002717308,0.7829559,0.0009234368,0.0006054236,0.1353485,0.07835229,0.00004406601],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4722303,0.02049675,0.0544358,0.2587874,0.001864497,0.0007182133,0.0003867715,0.0001097833,0.1909704],"genre_scores_gemma":[0.9862634,0.002761384,0.005099976,0.002909213,0.0002615737,0.0001789711,0.00005659854,0.00005501698,0.002413857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9791821,"threshold_uncertainty_score":0.295217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123243598399085,"score_gpt":0.3565147866037413,"score_spread":0.3441904267638328,"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."}}