{"id":"W4239300241","doi":"10.1023/a:1017684329835","title":"Introduction","year":2001,"lang":"en","type":"article","venue":"Political Behavior","topic":"","field":"","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001011324,0.0001018347,0.0001045721,0.00007647308,0.00005555228,0.00002901529,0.0000946353,0.00005918867,0.004892703],"category_scores_gemma":[0.0001418124,0.00009815043,0.00005471791,0.0001903059,0.0001293135,0.0001240611,0.00003072942,0.0001398323,0.03224475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784825,"about_ca_system_score_gemma":0.0000194835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001038842,"about_ca_topic_score_gemma":0.000005756492,"domain_scores_codex":[0.9987012,0.00003984976,0.0001579457,0.0002383434,0.0002224067,0.0006402649],"domain_scores_gemma":[0.9992867,0.00002101235,0.00001533948,0.0002954187,0.00006455572,0.0003170028],"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":[0.00002951017,0.0006160295,0.1532943,0.000002548573,0.000004815548,0.00009618212,0.00001833408,2.203761e-7,0.03193782,0.7968282,0.01437253,0.002799532],"study_design_scores_gemma":[0.0004911021,0.00009713605,0.7170554,0.000002956132,0.0001666617,0.0005562531,0.00007834139,0.00001506837,0.0139677,0.002910305,0.2643344,0.0003246788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776084,0.000008556209,0.00005772425,0.003441974,0.0003430425,0.0001425731,0.00002180625,0.0003527008,0.01802325],"genre_scores_gemma":[0.9947237,3.369114e-7,0.000311332,0.0001736532,0.001926385,0.0000642234,0.00002344491,0.0000439064,0.002733039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7939179,"threshold_uncertainty_score":0.996017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061001785954891,"score_gpt":0.3260089027890281,"score_spread":0.2953988849294792,"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."}}