{"id":"W4242985393","doi":"10.1007/978-1-4939-7131-2_100932","title":"Quantitative Political Science","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Political Science Research and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Politics; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004205422,0.0009458854,0.0007812596,0.003014581,0.001188756,0.004869658,0.001111323,0.001546288,0.1238993],"category_scores_gemma":[0.0109216,0.0004967892,0.0005227351,0.003040159,0.002657043,0.004584943,0.001990681,0.002887911,0.03512681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003194837,"about_ca_system_score_gemma":0.003250454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384483,"about_ca_topic_score_gemma":0.004119782,"domain_scores_codex":[0.9971082,0.001160832,0.0000886092,0.0003997533,0.001156332,0.00008642295],"domain_scores_gemma":[0.9947901,0.003238567,0.0001320391,0.0008118979,0.0008837443,0.0001437895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007987182,0.00002603993,0.0002145909,0.0002049086,0.000009822265,0.00001118192,0.0001958686,0.0004814003,0.0001901872,0.66508,0.223557,0.1100211],"study_design_scores_gemma":[0.000003061333,0.000003955091,0.0002477496,0.0001838738,0.00000334554,0.00002373175,0.000106582,0.000797436,0.0002108654,0.3838419,0.61457,0.000007413619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001046553,0.01107743,0.09720493,0.02075511,0.003400755,0.0001249291,0.003262796,0.001134393,0.8619931],"genre_scores_gemma":[0.03293838,0.01131735,0.04188939,0.0054567,0.003244508,0.0004722463,0.004566848,0.001387132,0.8987274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1238993,"threshold_uncertainty_score":0.4144846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147918466830104,"score_gpt":0.4841928433501529,"score_spread":0.3362743765200489,"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."}}