{"id":"W2010801472","doi":"10.1177/0268580904045346","title":"Problems in the Study of the Transnational Business Community","year":2004,"lang":"en","type":"article","venue":"International Sociology","topic":"Elite Sociology and Global Capitalism","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Interlocking; Conceptualization; Sociology; Assemblage (archaeology); Character (mathematics); Epistemology; Engineering; Computer science; History","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":[],"consensus_categories":[],"category_scores_codex":[0.001439757,0.00005076692,0.00008253583,0.00002736496,0.0004230958,0.000007143691,0.0008633598,0.0001161847,0.00005065633],"category_scores_gemma":[0.0002699997,0.00003149819,0.00004493627,0.0001531939,0.001031074,0.0000652582,0.00004245242,0.0003590848,0.000002911847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076906,"about_ca_system_score_gemma":0.0001222286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006120597,"about_ca_topic_score_gemma":0.01654156,"domain_scores_codex":[0.9981238,0.001258526,0.0001774785,0.00007377977,0.0002510459,0.0001154098],"domain_scores_gemma":[0.9992282,0.0003913442,0.00008015019,0.0001111797,0.0001795365,0.000009553271],"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":[0.000004667917,0.0004682904,0.07512047,0.00000125389,0.0000235117,5.953076e-7,0.2636996,0.000524634,0.00001576573,0.6600578,0.0000418669,0.00004153512],"study_design_scores_gemma":[0.0004965135,0.00003317688,0.6778292,0.000002972693,0.000004397198,0.000001090935,0.05591105,5.399718e-7,0.000001064628,0.2639921,0.001696033,0.00003184434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454615,0.00003511782,0.0000184969,0.04532691,0.0004999088,0.0002709662,0.00000885679,0.000007870251,0.008370421],"genre_scores_gemma":[0.9988676,0.000008534033,0.000007565295,0.0009470419,0.00008222313,0.00003139597,0.000007799032,0.000001934356,0.0000459183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6027088,"threshold_uncertainty_score":0.9252552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04260802642357434,"score_gpt":0.3471488738581006,"score_spread":0.3045408474345263,"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."}}