{"id":"W2197766034","doi":"10.1017/cbo9780511521577.003","title":"Introduction","year":2001,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Multinational corporation; Politics; Democracy; Political science; Sociology; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001485477,0.0001715131,0.0002367781,0.00005283377,0.0003758557,0.00004390836,0.0003201386,0.0003427155,0.000043828],"category_scores_gemma":[0.000030482,0.0002084069,0.0001392119,0.000007082988,0.000404645,0.0000913827,0.00009338427,0.0002773474,0.00008165871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004699822,"about_ca_system_score_gemma":0.0001491897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0166604,"about_ca_topic_score_gemma":0.000131168,"domain_scores_codex":[0.9988185,0.00005080883,0.0001182247,0.0003421515,0.0003478261,0.000322465],"domain_scores_gemma":[0.9991971,0.00003822285,0.000150963,0.0002791693,0.0001188771,0.000215629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009756238,0.000002614707,9.474369e-7,0.00001055785,0.00002179853,0.00005765518,0.00005362567,1.413658e-7,0.000001775144,0.7868906,0.2122444,0.0007060777],"study_design_scores_gemma":[0.000123571,0.00001234956,0.00001166386,0.00004578221,0.00004929173,0.000003196859,0.00003011992,0.000001093287,0.000007939689,0.00005989553,0.9994251,0.0002300549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003021584,0.00008856374,0.000112164,0.0003285131,0.0006642321,0.0002240141,0.00009205894,0.0001179001,0.9983423],"genre_scores_gemma":[0.0003950128,0.0002226084,0.00001024267,0.00005695777,0.002933804,2.718921e-7,0.000009247305,0.00001812183,0.9963537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7871806,"threshold_uncertainty_score":0.9898878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210559179884717,"score_gpt":0.220858489824026,"score_spread":0.1987528980251788,"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."}}