{"id":"W2147368129","doi":"10.1609/icwsm.v2i1.18662","title":"The Psychology of Blogging Communities: Social Identities and Knowledge Transfer Across Work-Groups","year":2021,"lang":"en","type":"article","venue":"Proceedings of the International AAAI Conference on Web and Social Media","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Superordinate goals; Knowledge transfer; Affect (linguistics); Identity (music); Knowledge management; Social identity theory; Knowledge sharing; Work (physics); Organizational identity; Psychology; Sociology; Social psychology; Public relations; Social group; Political science; Computer science; Organizational commitment; Engineering; Communication","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":[0.006570957,0.0002803951,0.0003287786,0.002589776,0.005409401,0.006547119,0.0008362768,0.002041242,0.004583322],"category_scores_gemma":[0.0306191,0.000319682,0.0003139473,0.001790874,0.01042975,0.008945616,0.005718883,0.001840031,0.0003875151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819616,"about_ca_system_score_gemma":0.001650377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665329,"about_ca_topic_score_gemma":0.001324142,"domain_scores_codex":[0.9944568,0.003762713,0.0001335653,0.0005556841,0.0007584987,0.0003327432],"domain_scores_gemma":[0.9662135,0.02189304,0.005009146,0.002188501,0.001396259,0.003299602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004921697,0.002312365,0.2079133,0.0005530536,0.0001545488,0.0008362724,0.3708931,0.00136349,0.004218703,0.2233518,0.00308222,0.1848289],"study_design_scores_gemma":[0.0001743922,0.0007225193,0.3161888,0.0005132653,0.0001551692,0.001329629,0.3018885,0.005900524,0.001989002,0.3409172,0.030019,0.0002019835],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8523037,0.001353872,0.01261292,0.008640923,0.000142633,0.0001114175,0.00005021983,0.00004352999,0.1247407],"genre_scores_gemma":[0.9977998,0.000181645,0.000868399,0.0002270006,0.0000301822,0.00003530943,0.00001057321,0.000007735353,0.0008392521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006570957,"threshold_uncertainty_score":0.03475094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07340743429700264,"score_gpt":0.3478288292115377,"score_spread":0.274421394914535,"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."}}