{"id":"W4417356184","doi":"10.1177/01492063251390850","title":"Magic Will Happen if You Gather Us in One Room: Gender Homophily and Women-Only Networking","year":2025,"lang":"en","type":"article","venue":"Journal of Management","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Homophily; Leverage (statistics); Relevance (law); MAGIC (telescope); Context (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002594394,0.0001743728,0.0002432507,0.0008497378,0.004645134,0.003581825,0.0003864064,0.0007039714,0.003728261],"category_scores_gemma":[0.005418184,0.0001872881,0.0001539455,0.0005425621,0.006996868,0.003388263,0.003342464,0.0009758989,0.000217323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180119,"about_ca_system_score_gemma":0.001028529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003169141,"about_ca_topic_score_gemma":0.006687892,"domain_scores_codex":[0.9978011,0.001493588,0.00003987127,0.0001940718,0.0001709582,0.0003004556],"domain_scores_gemma":[0.9954337,0.002430839,0.0009824886,0.0002322835,0.0001713181,0.0007491835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001850704,0.0001906303,0.165411,0.0001754057,0.00005828848,0.0009358516,0.642403,0.0001523961,0.001081237,0.1325749,0.003243187,0.05358895],"study_design_scores_gemma":[0.00002246986,0.0001593685,0.1451232,0.0004113509,0.00004949141,0.001088706,0.7602139,0.0006954296,0.0005936339,0.0485518,0.04302977,0.00006085799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293507,0.001203547,0.0017302,0.003960895,0.0001050019,0.00001616229,0.00003619031,0.000006818601,0.0635905],"genre_scores_gemma":[0.9982949,0.0002240158,0.0001476586,0.0002628481,0.00001781387,0.000007594607,0.000006911388,0.000003315934,0.001034823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004645134,"threshold_uncertainty_score":0.01372063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0646522045255876,"score_gpt":0.2818018616146482,"score_spread":0.2171496570890606,"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."}}