{"id":"W4212992213","doi":"10.1108/oxan-db263959","title":"Canada opposition parties gain ground as Liberals slip","year":2021,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opposition (politics); Appeal; Autonomy; Political science; Political economy; Government (linguistics); Liberal Party; Coalition government; Conservative government; Public administration; Law; Economics; Politics","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":[0.001609028,0.0004584425,0.0003389581,0.002577528,0.03305705,0.01274353,0.001070136,0.003020438,0.05101914],"category_scores_gemma":[0.005956437,0.0003920607,0.0004197513,0.003065812,0.01109863,0.002420047,0.004334773,0.005725201,0.004406367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1024458,"about_ca_system_score_gemma":0.1199173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810408,"about_ca_topic_score_gemma":0.9928001,"domain_scores_codex":[0.9957658,0.0002957599,0.0000397863,0.0002476762,0.001860555,0.001790418],"domain_scores_gemma":[0.9975184,0.0003529508,0.0000960602,0.0001194399,0.00110559,0.0008075449],"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":[0.00003318357,0.00001833978,0.001646775,0.00006914223,0.000006585299,0.00033803,0.01426998,0.00014498,0.0003526437,0.4098199,0.5362593,0.03704111],"study_design_scores_gemma":[0.00000635632,0.000003364009,0.001923831,0.00005629419,0.000004059034,0.00003179154,0.008634732,0.00004341541,0.0001405844,0.004080111,0.9850634,0.00001198696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009945353,0.002432929,0.0004139483,0.08135128,0.001353126,0.00004925744,0.0003272237,0.0000830615,0.9040438],"genre_scores_gemma":[0.2281144,0.003739412,0.0004934889,0.02361129,0.0003350136,0.00003376868,0.0002099695,0.0001302503,0.7433324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1024458,"threshold_uncertainty_score":0.7432998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550621764355062,"score_gpt":0.2494187588446434,"score_spread":0.2339125412010928,"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."}}