{"id":"W2339264864","doi":"10.1177/0893318916629547","title":"The Emergence and Evolution of Social Networking Sites as an Organizational Form","year":2016,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Legitimation; Legitimacy; Sociology; Organizational studies; Process (computing); Organizational theory; Organizational behavior; Knowledge management; Public relations; Organization development; Epistemology; Political science; Social psychology; Psychology; Management; Computer science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000488928,0.00007153048,0.00006209689,0.00007055979,0.0006777416,0.0001313846,0.001140341,0.00002478824,0.00001464697],"category_scores_gemma":[0.0000135716,0.00005106282,0.00001635163,0.0005486732,0.0001130002,0.0007067484,0.000251645,0.0000419343,0.00001860287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004308159,"about_ca_system_score_gemma":0.00001543101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001478292,"about_ca_topic_score_gemma":0.00004817187,"domain_scores_codex":[0.9991254,0.0001161132,0.0002627753,0.0001551468,0.0002138112,0.0001267219],"domain_scores_gemma":[0.9986977,0.0001318043,0.0001874429,0.0007618512,0.0001997538,0.0000214301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000206909,0.00002441326,0.003153607,0.00000329154,0.00001623763,7.514449e-8,0.001590037,8.882156e-7,0.0001080831,0.8748974,0.0005458907,0.119658],"study_design_scores_gemma":[0.0008184336,0.0003349703,0.2810463,0.00007052023,0.00003115973,0.000005257427,0.003944447,0.008257913,0.0000770574,0.6718377,0.03316272,0.0004135541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08723212,0.0001715699,0.8948866,0.01215323,0.0001350103,0.0003806811,0.000002221827,0.0001835492,0.004855087],"genre_scores_gemma":[0.9891565,0.0000405358,0.01036419,0.00006554405,0.0000253765,0.00002373154,0.000006606978,0.000006313383,0.0003111662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9019244,"threshold_uncertainty_score":0.5212709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140537847211932,"score_gpt":0.2503744106801584,"score_spread":0.2389690322080391,"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."}}