{"id":"W7100702091","doi":"","title":"Canadian Political Science Association in Toronto","year":2015,"lang":"en","type":"article","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presidential system; Politics; American political science; Political culture; Electoral politics; Ukrainian; Opposition (politics); International political economy; Comparative 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":[],"consensus_categories":[],"category_scores_codex":[0.001795244,0.00004548761,0.00006229158,0.0001090379,0.00007944403,0.0003229246,0.000497202,0.00002881917,0.00002638287],"category_scores_gemma":[0.0006864818,0.00004178194,0.000009165833,0.0002858028,0.00001611334,0.001981534,0.0000820478,0.00004247584,0.00007360907],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005599035,"about_ca_system_score_gemma":0.001837172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1918969,"about_ca_topic_score_gemma":0.1789694,"domain_scores_codex":[0.9987835,0.00001124912,0.0001841832,0.0001108597,0.0003461731,0.0005640729],"domain_scores_gemma":[0.9990329,0.00002533357,0.00005068185,0.0001571841,0.0002112779,0.0005226191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[6.687635e-8,0.00000615332,0.002793462,0.000003177378,3.825891e-7,4.554734e-7,0.001867923,0.00001062972,0.000002024426,0.9920829,0.0009829474,0.002249868],"study_design_scores_gemma":[0.0002882209,0.00002414682,0.008553193,0.00002077977,7.902157e-7,0.000007864062,0.001656977,0.9239323,0.0004743563,0.06112828,0.003697757,0.0002153154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0101546,0.00001228393,0.1815078,0.002429839,0.0003457482,0.00005846108,1.991e-7,0.00008277957,0.8054082],"genre_scores_gemma":[0.9688009,1.983875e-7,0.02932241,0.001191131,0.00002564239,0.000001157245,2.237622e-7,0.000001301832,0.0006570568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9586463,"threshold_uncertainty_score":0.9982183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816561039054038,"score_gpt":0.2769905745637676,"score_spread":0.2588249641732273,"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."}}