{"id":"W2968861849","doi":"","title":"Gearing Up for the Next Election","year":2019,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parliament; Officer; General election; Political science; Politics; Primary election; Public administration; Management; Public relations; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02363085,0.0005541935,0.001049309,0.005114974,0.008891524,0.006505453,0.002741604,0.004040228,0.0261404],"category_scores_gemma":[0.05331168,0.0006060521,0.001358458,0.003278635,0.002905266,0.004041203,0.004309481,0.007859576,0.005017099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04939517,"about_ca_system_score_gemma":0.2185805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8129413,"about_ca_topic_score_gemma":0.9391665,"domain_scores_codex":[0.9707295,0.006233585,0.001154928,0.001139216,0.01191115,0.008831615],"domain_scores_gemma":[0.9707246,0.002716678,0.001178903,0.001071414,0.01489751,0.009410918],"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":[0.00009078923,0.00004949734,0.001431727,0.001188322,0.00005220832,0.00008602608,0.001257356,0.0001468215,0.0002375784,0.07150161,0.838791,0.08516715],"study_design_scores_gemma":[0.00003999114,0.00002107293,0.008718614,0.001168273,0.00002697055,0.00002264053,0.0008133845,0.00002898218,0.0001075832,0.002133921,0.9868911,0.00002737892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01045651,0.1027584,0.002015483,0.3969328,0.03520729,0.001258259,0.004290719,0.0003853087,0.4466952],"genre_scores_gemma":[0.3231623,0.09571402,0.01121826,0.2777507,0.008143934,0.001824866,0.009039899,0.0005306272,0.2726154],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8129413,"threshold_uncertainty_score":0.3763206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06600433346190651,"score_gpt":0.3292495341697741,"score_spread":0.2632452007078676,"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."}}