{"id":"W562283144","doi":"10.71781/19639","title":"Experimentation and political science : six applications","year":2008,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Political Science Research and Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Computer science; Data science; Epistemology; Philosophy; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0100332,0.001160508,0.001470834,0.004240488,0.003127574,0.01073509,0.00166639,0.004080153,0.03174448],"category_scores_gemma":[0.01967628,0.0005217328,0.001301971,0.007625734,0.01066783,0.008310932,0.006168612,0.004166731,0.00257787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007016173,"about_ca_system_score_gemma":0.004648016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005788978,"about_ca_topic_score_gemma":0.01251465,"domain_scores_codex":[0.994235,0.003415204,0.0002452583,0.0003342427,0.001308861,0.0004615442],"domain_scores_gemma":[0.9714522,0.02141925,0.0007949942,0.00172382,0.002666008,0.001943747],"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":[0.0002348113,0.0003203808,0.002197151,0.001181209,0.00004133641,0.0001988734,0.003887221,0.001252594,0.0004810908,0.5460239,0.04729415,0.3968872],"study_design_scores_gemma":[0.00006707749,0.0001077495,0.00489926,0.0012729,0.00003843907,0.0001936159,0.003455957,0.001741025,0.0006964889,0.4892178,0.4982525,0.00005723731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02149424,0.1981869,0.06102551,0.1048736,0.003653551,0.0007030379,0.0005218923,0.0005566056,0.6089846],"genre_scores_gemma":[0.3730779,0.2658074,0.1086569,0.01025988,0.006353274,0.001579601,0.001141864,0.0005730962,0.2325501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03174448,"threshold_uncertainty_score":0.1061959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09262883205201236,"score_gpt":0.52231456237163,"score_spread":0.4296857303196177,"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."}}