{"id":"W4400120680","doi":"10.1108/oxan-db287974","title":"Canada's Liberals look beyond Trudeau's leadership","year":2024,"lang":"en","type":"article","venue":"Emerald expert briefings","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Management; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002114929,0.0004070424,0.0003833415,0.0008969872,0.01893774,0.01011348,0.001044075,0.004544189,0.01772794],"category_scores_gemma":[0.006942892,0.0003175512,0.0004555069,0.001277916,0.006163583,0.001902537,0.002049271,0.007366376,0.001520032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07927071,"about_ca_system_score_gemma":0.2893167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859509,"about_ca_topic_score_gemma":0.9947829,"domain_scores_codex":[0.9951012,0.0002977278,0.00005473345,0.0002536477,0.002101819,0.002190955],"domain_scores_gemma":[0.9942398,0.0006286419,0.0001246987,0.0001595511,0.002464638,0.002382699],"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":[0.00004138208,0.00003107348,0.003245532,0.0001332409,0.00001290418,0.0002911567,0.00296224,0.000378577,0.0004255274,0.1423448,0.8129619,0.03717169],"study_design_scores_gemma":[0.00000860514,0.000009186387,0.003071564,0.0001134063,0.000006644168,0.0000277303,0.001939007,0.00008863851,0.0001289302,0.003934173,0.9906503,0.00002184674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01165382,0.0074312,0.0006362993,0.6596114,0.003664154,0.00007559135,0.0005456859,0.0001475204,0.3162344],"genre_scores_gemma":[0.3003359,0.01116031,0.001952967,0.1844828,0.001173597,0.00005235066,0.0003376094,0.0001239783,0.5003805],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07927071,"threshold_uncertainty_score":0.5751519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03713870428734991,"score_gpt":0.2852347476828043,"score_spread":0.2480960433954544,"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."}}