{"id":"W7028021901","doi":"","title":"Dominance and Decline: Making Sense of Recent Canadian Elections","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Geological and Geophysical Studies Worldwide","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dominance (genetics); Government (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.00008293527,0.00009546082,0.0001460747,0.001908456,0.0002549003,0.00001193333,0.0001004083,0.00004377435,0.0001914073],"category_scores_gemma":[0.00006381579,0.00008398568,0.00004066245,0.006581855,0.00009422527,0.00008193882,0.00004628453,0.0001014675,0.00007733401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001228182,"about_ca_system_score_gemma":0.0001088086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7239406,"about_ca_topic_score_gemma":0.9277568,"domain_scores_codex":[0.9992405,0.00004847062,0.00008625939,0.0002142986,0.00009645982,0.0003140637],"domain_scores_gemma":[0.9995926,0.0001257108,0.00004288979,0.00009395714,0.00005291104,0.00009193192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002324491,0.00006064171,0.2377565,0.00007583266,0.00012809,0.0008099463,0.001934881,0.0009719628,0.000006931167,0.002110875,0.001628682,0.7542832],"study_design_scores_gemma":[0.0001716817,0.00007306275,0.1542285,0.000009439401,0.0000152386,0.000004344776,0.0001758247,0.0005779187,0.00001364017,0.00001590156,0.844617,0.00009740932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5286047,0.00000529852,0.00001293455,0.001450892,0.0001344848,0.0001958558,0.00007925295,0.00007519515,0.4694414],"genre_scores_gemma":[0.9520923,0.04746107,0.0001694652,0.0001424424,0.00003176396,1.777189e-7,0.00002046657,0.000001805319,0.00008047682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8429883,"threshold_uncertainty_score":0.3424837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288105353650477,"score_gpt":0.2132761199420566,"score_spread":0.1903950664055519,"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."}}