{"id":"W2900768920","doi":"","title":"Building a data sharing model for global genomic research","year":2014,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Office of the Privacy Commissioner of Canada","funders":"","keywords":"Data sharing; Computer science; Data science; Mechanism (biology); Big data; Business; Information privacy; Internet privacy; Knowledge management; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009102458,0.0003015086,0.0006218536,0.001320678,0.001566704,0.0001283853,0.004853174,0.0004647718,0.0003395375],"category_scores_gemma":[0.004515377,0.0003511645,0.0003159623,0.001527374,0.002583283,0.001521355,0.008245172,0.003036904,0.00009197609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000682137,"about_ca_system_score_gemma":0.002773074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000645961,"about_ca_topic_score_gemma":0.0005792447,"domain_scores_codex":[0.9920549,0.0007963023,0.0004337266,0.001725301,0.003599588,0.001390156],"domain_scores_gemma":[0.9822147,0.01260491,0.0002019848,0.001919931,0.001981377,0.001077128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007073122,0.000594431,0.03165543,0.0007966385,0.0003583285,0.0001474494,0.0004911794,0.001482589,0.001871948,0.9191774,0.03410118,0.002250337],"study_design_scores_gemma":[0.005089477,0.0008116508,0.0152639,0.0004573984,0.00006396358,0.00002203573,0.001261658,0.5067148,0.00006283949,0.4135322,0.05634137,0.0003787577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3536252,0.0003023788,0.2410946,0.03852011,0.0002215528,0.005417162,0.009218562,0.0005515325,0.3510489],"genre_scores_gemma":[0.7782421,0.0008348302,0.1697261,0.0002490515,0.0004457705,0.000001569263,0.001826904,0.00009014716,0.04858352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5056452,"threshold_uncertainty_score":0.999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.510883419816031,"score_gpt":0.4954144996399821,"score_spread":0.01546892017604895,"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."}}