{"id":"W6958247540","doi":"10.6084/m9.figshare.12386462","title":"Additional file 1 of Meeting the challenges posed by per diem in development projects in southern countries: a scoping review","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Government (linguistics); Work (physics)","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":[0.0001154254,0.0001146372,0.0001904419,0.00004332191,0.00007097743,0.00003856306,0.000905194,0.00003605354,0.4295352],"category_scores_gemma":[0.002307409,0.00009327884,0.00002424371,0.0002644551,0.00001081737,0.0001422588,0.000505337,0.0001681804,0.0005372882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004710021,"about_ca_system_score_gemma":0.0005220562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005729616,"about_ca_topic_score_gemma":0.0001119825,"domain_scores_codex":[0.998924,0.000134036,0.0003102669,0.00017383,0.0002690002,0.0001889148],"domain_scores_gemma":[0.9980969,0.001402114,0.0001495419,0.0002266282,0.0001009702,0.0000237874],"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":[9.774897e-7,0.000009825388,0.000001104878,0.003127944,0.000003919232,0.000002955238,0.02076319,0.000002377291,4.424149e-7,0.00001010307,0.9751131,0.0009640602],"study_design_scores_gemma":[0.0001316565,0.00002288226,0.0001689948,0.570562,7.171864e-7,0.000002964944,0.001552552,0.0004958443,0.00006688001,0.00001394706,0.4267347,0.0002469173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001702682,0.02007004,0.000003659827,0.003666436,0.0000149729,0.0008562892,0.9718705,0.00009003383,0.003410994],"genre_scores_gemma":[0.00322968,0.001088146,0.01926491,0.01397868,0.0001540314,0.00912596,0.9528366,0.00007891298,0.0002430999],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5674341,"threshold_uncertainty_score":0.6905932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033264702120932,"score_gpt":0.2705369196509293,"score_spread":0.1672104494388361,"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."}}