{"id":"W2141271901","doi":"10.1145/2593882.2593887","title":"The (R) Evolution of social media in software engineering","year":2014,"lang":"en","type":"article","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Programmer; Social media; Computer science; Social software engineering; Software; World Wide Web; Software walkthrough; Software engineering; Software development; Work (physics); Data science; Multimedia; Software construction; Engineering; Programming language","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.008412369,0.0005080001,0.0003110224,0.003626386,0.002520036,0.008947256,0.001173039,0.003925593,0.004403329],"category_scores_gemma":[0.02830508,0.0005973004,0.000576451,0.003561434,0.01209567,0.01905914,0.005455128,0.004066332,0.001503314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003728213,"about_ca_system_score_gemma":0.002286684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004470396,"about_ca_topic_score_gemma":0.003326759,"domain_scores_codex":[0.9935319,0.003228498,0.0002961307,0.001140497,0.001487688,0.0003151805],"domain_scores_gemma":[0.963562,0.02269109,0.002648558,0.004597933,0.004877965,0.001622355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000937336,0.0001111729,0.006073775,0.0006987429,0.00005260922,0.0003927896,0.01107357,0.001386994,0.002513596,0.6833647,0.02016793,0.2740703],"study_design_scores_gemma":[0.00003879284,0.0001292901,0.009416105,0.001101052,0.00003955921,0.0008622561,0.004144764,0.005296418,0.002404468,0.27739,0.6990476,0.0001296383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.149611,0.08067173,0.1410791,0.2034106,0.008070864,0.0002955422,0.0008535212,0.00122455,0.4147831],"genre_scores_gemma":[0.843095,0.0345948,0.05966166,0.01655935,0.008215258,0.000285411,0.0002241887,0.0005316925,0.03683269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.99748,"threshold_uncertainty_score":0.04448944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00689513752173265,"score_gpt":0.2077444086458715,"score_spread":0.2008492711241389,"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."}}