{"id":"W2775282966","doi":"10.14324/111.444.ljcs.2017v32.007","title":"The Quebec Election of April 2014: Initial Impressions","year":2017,"lang":"en","type":"article","venue":"London Journal of Canadian Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surprise; Political science; Public opinion; Politics; State (computer science); Pace; Public administration; Government (linguistics); Opinion poll; Federalist; General election; Political economy; Law; Sociology; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006841218,0.00005091626,0.0001697257,0.0005615211,0.005175494,0.0002529738,0.000392395,0.00004774485,0.00006952335],"category_scores_gemma":[0.001074159,0.00004397385,0.0001062118,0.0001003331,0.001289497,0.0002943114,0.00001910992,0.0001665663,0.000008485388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007362292,"about_ca_system_score_gemma":0.003398434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906117,"about_ca_topic_score_gemma":0.9999665,"domain_scores_codex":[0.9991145,0.00009502676,0.0002437425,0.0000534355,0.0002616915,0.000231608],"domain_scores_gemma":[0.9985282,0.0001163317,0.00046125,0.0001557061,0.0004593782,0.0002791339],"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":[0.00003886472,0.00001163514,0.001390464,0.00001563165,0.0002679269,0.00005946366,0.0180944,0.000003476734,0.0001016066,0.02263394,0.8645644,0.09281825],"study_design_scores_gemma":[0.0001472958,0.00003048842,0.01203994,0.00004416296,0.00003488491,0.000005323973,0.006267445,2.089516e-7,0.00003251878,0.0008412758,0.9805043,0.00005212809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.391624,0.108717,0.00002008331,0.09788471,0.01968951,0.0005260726,0.0001011562,0.00002145193,0.381416],"genre_scores_gemma":[0.9607767,0.02284752,0.00002026546,0.000111096,0.0009555644,0.000002109509,1.645093e-7,0.000006714367,0.01527983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5691528,"threshold_uncertainty_score":0.9961196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242839088224366,"score_gpt":0.3192062931419094,"score_spread":0.2867779022596658,"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."}}