{"id":"W6921013746","doi":"10.6084/m9.figshare.26734296","title":"Additional file 1 of The role of corruption in global food systems: a systematic scoping review","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Language change; Government (linguistics); Quality (philosophy); Food security","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005313833,0.00003739296,0.0001829254,0.00001788177,0.00004096015,0.0000550085,0.0002169341,0.00002463816,0.3967157],"category_scores_gemma":[0.0003604763,0.00002876338,0.00003997618,0.0002206568,0.00003472862,0.000108616,0.00006778203,0.00002624172,0.000318494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550184,"about_ca_system_score_gemma":0.0006022634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001565738,"about_ca_topic_score_gemma":0.001947595,"domain_scores_codex":[0.9992322,0.0001234664,0.0003435989,0.00009640812,0.000133313,0.00007106277],"domain_scores_gemma":[0.9994868,0.0002533844,0.0001291659,0.00008175232,0.00002946033,0.00001941325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002419799,0.0003061197,0.0005949282,0.1990983,0.0002465259,0.000005842784,0.01995347,0.000111092,0.00001346978,0.01785329,0.513301,0.2484918],"study_design_scores_gemma":[0.00005545779,0.00001358408,0.0002587138,0.7798364,0.00001721426,0.000003489954,0.005418535,0.0002756415,0.000002333672,0.00008979378,0.2139483,0.00008051301],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006566392,0.03120126,0.00001166181,0.0005319222,0.001474232,0.009801981,0.1674912,0.00000860439,0.7829127],"genre_scores_gemma":[0.9531333,0.002246292,0.002344333,0.0002481408,0.000306468,0.004936432,0.00588689,0.00003105956,0.03086705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9465669,"threshold_uncertainty_score":0.6038358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04872368988426184,"score_gpt":0.3351328779734559,"score_spread":0.2864091880891941,"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."}}