{"id":"W2071073404","doi":"10.1002/pa.179","title":"Social networks and non‐market strategy","year":2004,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Stakeholder; Field (mathematics); Perspective (graphical); Set (abstract data type); Strategic management; Social network analysis; Social network (sociolinguistics); Market analysis; Management science; Business; Industrial organization; Marketing; Economics; Computer science; Social capital; Management; Sociology; Social media; Social science; Artificial intelligence","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":[0.001651742,0.0002370397,0.0002219264,0.002128284,0.001032304,0.003959808,0.0003965992,0.0008990651,0.005220056],"category_scores_gemma":[0.006770934,0.000112794,0.0001502126,0.002156287,0.003871724,0.003662637,0.001338888,0.0006316329,0.0002790084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173004,"about_ca_system_score_gemma":0.0008146212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673543,"about_ca_topic_score_gemma":0.001518191,"domain_scores_codex":[0.9986123,0.000976694,0.0000339022,0.0001125006,0.0001739006,0.00009060594],"domain_scores_gemma":[0.9898408,0.007514413,0.001422964,0.0002563732,0.0005491068,0.0004162983],"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":[0.00003905284,0.00005095268,0.0116623,0.0001407771,0.00004233942,0.0001510244,0.003117992,0.004877074,0.0002982204,0.9441985,0.00217087,0.03325081],"study_design_scores_gemma":[0.00001617424,0.00004903112,0.01188454,0.0001451433,0.0000198676,0.0001617033,0.005581831,0.01610633,0.00026102,0.931941,0.03381218,0.00002113078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.608583,0.01027952,0.05597994,0.03146319,0.0002018769,0.0001279285,0.0003286214,0.00009813701,0.2929377],"genre_scores_gemma":[0.9945187,0.001459771,0.001514444,0.0001358423,0.00006132101,0.00002174859,0.00004242223,0.000003972235,0.002241756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005220056,"threshold_uncertainty_score":0.01746285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453666079815041,"score_gpt":0.2347694658518787,"score_spread":0.2102328050537283,"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."}}