{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006966407,0.0001139761,0.0001796511,0.0002694622,0.0001845799,0.0004959071,0.0001448613,0.0001008573,0.0001676842],"category_scores_gemma":[0.00005341087,0.00009545478,0.00005758475,0.0006128134,0.00007106525,0.002921985,0.00004394328,0.0002374262,0.000006868504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003127209,"about_ca_system_score_gemma":0.00007923566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000239761,"about_ca_topic_score_gemma":0.00001753842,"domain_scores_codex":[0.999124,0.000006690852,0.0003591458,0.0000918559,0.0002067312,0.0002116136],"domain_scores_gemma":[0.9989272,0.000009968181,0.0005175617,0.00005342502,0.0004769111,0.00001491065],"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":[0.000238739,0.0005313449,0.02073904,0.0002459675,0.000293159,0.0001548808,0.0001366634,0.005776716,0.000499426,0.802609,0.086509,0.08226606],"study_design_scores_gemma":[0.01106732,0.0002339621,0.7250066,0.0002842791,0.000300939,0.0002485795,0.008808807,0.01201449,0.00004713822,0.1026734,0.1379319,0.001382489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6711665,0.000351165,0.04081995,0.03030684,0.001244586,0.0002082805,8.16484e-7,0.00007671851,0.2558251],"genre_scores_gemma":[0.9965962,0.0000167046,0.00009211449,0.0003494435,0.002856287,9.688291e-7,0.000003415846,0.00001307036,0.00007179082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7042676,"threshold_uncertainty_score":0.4782043,"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."}}