{"id":"W4391496173","doi":"10.1017/one.2023.13.pr5","title":"Author comment: Governance principles for AMR surveillance: A scoping review and conceptual framework — R1/PR5","year":2023,"lang":"en","type":"review","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Corporate governance; Conceptual framework; Political science; Computer science; Sociology; Management science; Engineering ethics; Business; Engineering; Social science","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":[0.06859714,0.00122154,0.001899539,0.003489146,0.004278981,0.007577694,0.007212758,0.02911367,0.01214886],"category_scores_gemma":[0.326792,0.0008920477,0.003646283,0.007321198,0.01170959,0.01871069,0.007792823,0.02964673,0.006165037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010038,"about_ca_system_score_gemma":0.03552965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559185,"about_ca_topic_score_gemma":0.01770224,"domain_scores_codex":[0.963687,0.0148911,0.006927847,0.004312561,0.008425233,0.001756258],"domain_scores_gemma":[0.6067373,0.2983293,0.01402793,0.005968363,0.07133572,0.003601391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005808864,0.00001279806,0.0005015638,0.004112525,0.00005085708,0.0002048817,0.00367656,0.000183622,0.0001012669,0.02006016,0.9613199,0.009717855],"study_design_scores_gemma":[0.0001296078,0.00007277012,0.00114247,0.01822294,0.0001739849,0.0004558098,0.006573706,0.0005331711,0.0004180387,0.03948959,0.93261,0.0001778756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002065525,0.002899724,0.0005713233,0.9806965,0.01387131,0.00006724196,0.0003133147,0.00003522214,0.001338855],"genre_scores_gemma":[0.005742892,0.007700391,0.002724096,0.9680463,0.01227708,0.000622837,0.0002436891,0.00006919712,0.002573469],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06859714,"threshold_uncertainty_score":0.3627807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2106279524135738,"score_gpt":0.3930722039845091,"score_spread":0.1824442515709353,"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."}}