{"id":"W4253570933","doi":"10.1108/oxan-db224185","title":"Canada’s Conservatives will struggle to oust Trudeau","year":2017,"lang":"en","type":"other","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":"Opposition (politics); Cabinet (room); Victory; Political science; Prime minister; Political economy; Shadow (psychology); Public administration; Law; Politics; Economics; History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001077221,0.0002826349,0.0003868163,0.00007108204,0.0006455242,0.0001555947,0.0007739837,0.0002407242,0.003493712],"category_scores_gemma":[0.0004466988,0.0003180458,0.00007926249,0.0001003607,0.0003128762,0.0001339825,0.00006864572,0.0001858665,0.00003859048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004463201,"about_ca_system_score_gemma":0.004323128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999874,"about_ca_topic_score_gemma":0.9998726,"domain_scores_codex":[0.998167,0.00006428282,0.0001614666,0.0004372663,0.0005142628,0.0006556729],"domain_scores_gemma":[0.9986548,0.0000500255,0.0002679391,0.0004985598,0.00004472828,0.0004839732],"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":[0.000003814552,0.000005386815,0.000003504225,0.000007976626,0.00002991394,0.00002685873,0.003854025,1.378768e-7,0.000005863305,0.00458031,0.9901258,0.00135645],"study_design_scores_gemma":[0.0001299936,0.00001030296,0.000129386,0.0001987284,0.000004666823,9.442497e-7,0.00002532189,3.547102e-7,0.00001210573,0.0000861053,0.9989725,0.0004295458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000004843813,0.00105588,0.000007731782,0.6112471,0.0003048462,0.0002654294,0.0007727339,0.0000715881,0.3862699],"genre_scores_gemma":[0.00004246688,0.0003103308,0.00009699963,0.3799994,0.001206589,0.0000223634,0.00001563054,0.00009249995,0.6182137],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2319438,"threshold_uncertainty_score":0.9999272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216455736467318,"score_gpt":0.2995115612491597,"score_spread":0.2778659876024279,"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."}}