{"id":"W4210909724","doi":"10.1002/agj2.21017","title":"From FAIR to FAIRS: Data security by design for the global burden of animal diseases","year":2022,"lang":"en","type":"article","venue":"Agronomy Journal","topic":"Research Data Management Practices","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Bill and Melinda Gates Foundation","keywords":"Data sharing; Interoperability; Open data; Architecture; Computer science; Data security; Cloud computing; Computer security; Data science; World Wide Web; Encryption; Geography","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":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.03901042,0.0008348317,0.000968326,0.001893605,0.003884394,0.01389007,0.003987891,0.004712611,0.005831501],"category_scores_gemma":[0.03658672,0.001051195,0.00241801,0.001877735,0.009648344,0.02180577,0.01132937,0.008627657,0.002213666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005945461,"about_ca_system_score_gemma":0.01319481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00407065,"about_ca_topic_score_gemma":0.003700311,"domain_scores_codex":[0.9803625,0.007424303,0.001428678,0.002103584,0.007016651,0.001664188],"domain_scores_gemma":[0.9751518,0.005208701,0.001303334,0.01111802,0.004517752,0.002700355],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001997143,0.00009371086,0.001681053,0.0002628146,0.00005841034,0.0001718833,0.001329285,0.004771312,0.002572835,0.877705,0.0236411,0.08751278],"study_design_scores_gemma":[0.00009764388,0.0002662897,0.0008135466,0.000547807,0.00008589467,0.0004833177,0.0007352526,0.02534501,0.004453517,0.6313371,0.3357202,0.0001143162],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01115504,0.002569074,0.9211894,0.03679207,0.001439644,0.000448072,0.0002668159,0.003261581,0.02287818],"genre_scores_gemma":[0.1789041,0.002722678,0.7878092,0.008843033,0.0007944821,0.0007266356,0.0007519958,0.0012106,0.01823728],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9960121,"threshold_uncertainty_score":0.2063093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09992947282075604,"score_gpt":0.3587849602139051,"score_spread":0.2588554873931491,"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."}}