{"id":"W4388931775","doi":"10.1017/cyl.2023.15","title":"At Global Affairs Canada in 2022","year":2023,"lang":"en","type":"article","venue":"Canadian Yearbook of international Law/Annuaire canadien de droit international","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Content (measure theory); Political science; Computer science; Business; Information retrieval; Telecommunications; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007191484,0.0006537258,0.0003445272,0.0009506805,0.008525809,0.006495807,0.0009196733,0.004068532,0.2587077],"category_scores_gemma":[0.001971384,0.0002921762,0.0004519913,0.001912414,0.001119392,0.001919272,0.002062414,0.003415764,0.06649822],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02703725,"about_ca_system_score_gemma":0.06170201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9161419,"about_ca_topic_score_gemma":0.9683458,"domain_scores_codex":[0.9986419,0.00008107402,0.00002033936,0.000106058,0.0006198742,0.0005307442],"domain_scores_gemma":[0.9987267,0.00004622433,0.00002147736,0.00004189455,0.0005746446,0.0005891158],"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":[0.000004184722,0.000004030784,0.0001519683,0.0000126164,8.888315e-7,0.00003178191,0.00006779799,0.000014741,0.00002230642,0.008905409,0.983818,0.006966267],"study_design_scores_gemma":[0.000001871823,9.566211e-7,0.0005824338,0.00002449026,7.39687e-7,0.000007192642,0.0001746213,0.00001283195,0.0000197377,0.0004817718,0.9986897,0.000003638004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001326843,0.005193466,0.0002729601,0.07555684,0.006264986,0.00007823386,0.0101844,0.0004548659,0.9006674],"genre_scores_gemma":[0.008001909,0.001186506,0.000259843,0.01305494,0.0002121175,0.00002480193,0.001657009,0.0001193695,0.9754835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9729627,"threshold_uncertainty_score":0.8654635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006755852557161794,"score_gpt":0.2434660619569646,"score_spread":0.2367102093998028,"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."}}