{"id":"W2146259587","doi":"10.1287/orsc.1100.0643","title":"Status Differences in the Cognitive Activation of Social Networks","year":2011,"lang":"en","type":"article","venue":"Organization Science","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":324,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Precondition; Cognition; Social network (sociolinguistics); Social psychology; Psychology; Public relations; Cognitive psychology; Computer science; Political science; World Wide Web","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":[0.0006777464,0.00003844347,0.00006355177,0.00007551355,0.0004810231,0.00003317609,0.0003126014,0.00004761587,0.0004078517],"category_scores_gemma":[0.0007984713,0.0000288218,0.000009720206,0.002547965,0.00115591,0.0003346011,0.0000226139,0.00006281944,0.000007272153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003686945,"about_ca_system_score_gemma":0.0001419882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008128514,"about_ca_topic_score_gemma":0.0002135932,"domain_scores_codex":[0.9991079,0.0001549631,0.0001195312,0.0001262251,0.0002981953,0.0001932107],"domain_scores_gemma":[0.999423,0.00009352368,0.00009878623,0.00004187758,0.0003189112,0.0000238831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009849988,0.0001077414,0.4311662,9.625768e-7,0.000002334029,2.584334e-7,0.4284225,2.795808e-7,0.0007238201,0.1351212,0.0001242748,0.004320542],"study_design_scores_gemma":[0.00008261938,0.00002217563,0.9476106,0.000004542076,0.000002143863,8.982922e-8,0.0504789,0.00001190354,0.000517702,0.001139231,0.00008786691,0.00004219563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514942,0.000003641115,0.00397965,0.000328861,0.0002094853,0.0001159336,7.848473e-7,0.0000147249,0.04385277],"genre_scores_gemma":[0.9995574,0.00001501799,0.00002576301,0.0002696519,0.00007537065,0.000002757294,0.000001403498,0.000002407822,0.00005026502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5164444,"threshold_uncertainty_score":0.446569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06702526260117218,"score_gpt":0.3375520639918646,"score_spread":0.2705268013906924,"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."}}