{"id":"W2093274146","doi":"10.1177/000271620057200107","title":"Dynamics of the 2000 Republican Primaries","year":2000,"lang":"en","type":"article","venue":"The Annals of the American Academy of Political and Social Science","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nomination; Dynamics (music); Politics; Political science; Product (mathematics); Public relations; Presidential system; Primary election; Selection (genetic algorithm); General election; Public administration; Sociology; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001544737,0.00007490432,0.0002480008,0.0000234609,0.0008632555,0.00002784314,0.0009298202,0.00004483931,0.00006400343],"category_scores_gemma":[0.0004789794,0.00003754967,0.0001216892,0.000920188,0.0206761,0.0001294188,0.0001244992,0.0001733898,8.235201e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005248032,"about_ca_system_score_gemma":0.0003095934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01896067,"about_ca_topic_score_gemma":0.0002322165,"domain_scores_codex":[0.9978198,0.0004224237,0.0003191651,0.0001366456,0.0007473089,0.0005545951],"domain_scores_gemma":[0.999132,0.0002369454,0.0002610285,0.0001336736,0.0001124597,0.0001238322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001017606,0.00002356915,0.006823224,0.00000703817,0.000005716434,9.063469e-9,0.001778406,6.787885e-7,0.0002032668,0.9866867,0.0001571088,0.004304087],"study_design_scores_gemma":[0.00006438709,0.00006720157,0.8021337,0.00002853842,0.00002710509,6.253636e-7,0.001701549,0.00008241067,0.003035636,0.1874257,0.005319909,0.0001131631],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976927,0.00001938102,0.000001109216,0.1855344,0.00002476343,0.000123133,0.00002250185,0.000006006903,0.01657602],"genre_scores_gemma":[0.9959177,0.00001495183,0.000006296487,0.00288336,0.0001202809,0.000002881844,1.04636e-7,0.000003146259,0.001051215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.799261,"threshold_uncertainty_score":0.9875721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07753227277778012,"score_gpt":0.4125213677179169,"score_spread":0.3349890949401367,"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."}}