{"id":"W4230749388","doi":"10.18192/potentia.v8i0.4429","title":"Avant-Propos/Foreword","year":2017,"lang":"fr","type":"article","venue":"Potentia Journal of International Affairs","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science; Humanities; Library science; Art; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.001142787,0.0002166427,0.0002929593,0.0002417535,0.0008201271,0.0007003518,0.002282988,0.0001645609,0.01292892],"category_scores_gemma":[0.0007320848,0.0002047096,0.0004487524,0.00005124406,0.000741451,0.002128538,0.0002429021,0.0004577819,0.001373385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003752868,"about_ca_system_score_gemma":0.0004002836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002646598,"about_ca_topic_score_gemma":0.0002311004,"domain_scores_codex":[0.9969741,0.00009932811,0.0008055563,0.0001998783,0.001545526,0.0003756782],"domain_scores_gemma":[0.9960902,0.00008428772,0.001837911,0.0002052039,0.001556089,0.0002263045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003103811,0.0005905324,0.02469318,0.00003959648,0.001832335,0.0008902081,0.005314881,0.0001161302,0.0004472903,0.7437493,0.1501616,0.07185452],"study_design_scores_gemma":[0.001303515,0.0001437931,0.04095311,0.0008116833,0.0001335982,0.0003254808,0.002836416,0.0004006479,0.0007019822,0.04741023,0.9045649,0.0004146599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02923887,0.002553081,0.001763215,0.2373123,0.1308153,0.0001523759,0.00005267161,0.00001741824,0.5980947],"genre_scores_gemma":[0.8330604,0.003333908,0.003308763,0.0001842658,0.004336177,0.000001281231,0.000006218684,0.00002061817,0.1557484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8038215,"threshold_uncertainty_score":0.9994041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154081389750973,"score_gpt":0.3068574590949391,"score_spread":0.2853166451974293,"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."}}