{"id":"W4282044397","doi":"10.1108/oxan-db270509","title":"Canadian Conservatives offered polarising choice","year":2022,"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":"Victory; CONTEST; General election; Political science; Political economy; Law; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001888328,0.0001968324,0.0002983345,0.000946568,0.002162003,0.0004815179,0.0004874873,0.0002845122,0.1635673],"category_scores_gemma":[0.0002203626,0.0003057845,0.0001282895,0.0003867323,0.0004933315,0.0001256022,0.00004990838,0.0003845273,0.0002603151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003331082,"about_ca_system_score_gemma":0.003828811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999914,"about_ca_topic_score_gemma":0.9999481,"domain_scores_codex":[0.9982279,0.0001844695,0.0001762218,0.0003957184,0.0004166034,0.0005991073],"domain_scores_gemma":[0.9989742,0.00005458929,0.0001420466,0.0002831441,0.0000304516,0.0005155405],"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":[0.000001065663,0.000007535849,0.00002527952,0.000008113098,0.00003754023,0.00002706226,0.01222238,4.557642e-8,0.000005262004,0.002348111,0.9844115,0.0009061368],"study_design_scores_gemma":[0.0001147219,0.000007128612,0.0001278753,0.00004087612,0.00001001594,0.000001063078,0.0002406014,3.666187e-7,2.497381e-7,0.00005726329,0.9990301,0.0003697748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007700901,0.006766691,0.000001732703,0.2235215,0.0005889707,0.0002515216,0.0001685859,0.000215624,0.7684777],"genre_scores_gemma":[0.000008582693,0.0007217806,0.00008687535,0.1751184,0.0008576282,0.00002742237,0.00009610109,0.0002207464,0.8228625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.163307,"threshold_uncertainty_score":0.9999394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623081945029804,"score_gpt":0.2607457243707086,"score_spread":0.2445149049204106,"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."}}