{"id":"W6902814294","doi":"10.7910/dvn/yhvelw","title":"2023 Manitoba Election Study","year":2024,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Western University; University of Manitoba","funders":"","keywords":"Federal election; Democracy; General election; Group voting ticket; Primary election","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009847695,0.001103789,0.001021961,0.003333097,0.001995003,0.001802098,0.002549137,0.0008441568,0.05829738],"category_scores_gemma":[0.004163114,0.0006679084,0.0005835818,0.009786278,0.0002856936,0.0005500551,0.001530653,0.0013777,0.03665142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006623683,"about_ca_system_score_gemma":0.01358379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8033476,"about_ca_topic_score_gemma":0.9113261,"domain_scores_codex":[0.9992709,0.0001104614,0.0000586985,0.0001457007,0.0002072619,0.0002070341],"domain_scores_gemma":[0.9967018,0.0002137016,0.0002839614,0.000398214,0.001974402,0.000427952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006831674,0.00002962241,0.006481339,0.0001558203,0.00003107429,0.00004046704,0.00007162422,0.0001248857,0.00004776856,0.0005132023,0.9898511,0.002584829],"study_design_scores_gemma":[0.000190354,0.00002203457,0.07788233,0.0002638797,0.00003938286,0.00004664309,0.0005032873,0.0004471632,0.000222696,0.000434595,0.9199119,0.0000357594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001436533,0.00006218113,0.00004615008,0.0001748401,0.00002219021,0.00005878355,0.9957502,0.00009299769,0.002356192],"genre_scores_gemma":[0.003647431,0.00008253285,0.0002903519,0.0001647446,0.00001807659,0.0003658403,0.9870254,0.00006037984,0.008345161],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1966524,"threshold_uncertainty_score":0.3956211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769688115744137,"score_gpt":0.2353928655540808,"score_spread":0.2176959843966395,"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."}}