{"id":"W2022248256","doi":"10.1145/2597073.2597114","title":"Understanding \"watchers\" on GitHub","year":2014,"lang":"en","type":"article","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; World Wide Web; Data science; Internet privacy; Computer security","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":[0.0002479155,0.00006335462,0.00006049825,0.00007658624,0.0001139786,0.0001719379,0.0004762578,0.00002870232,0.00005307413],"category_scores_gemma":[0.00007185293,0.00005410989,0.00002184843,0.0004424269,0.00002176661,0.0002497352,0.00009997334,0.00007667895,0.0004786234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007788552,"about_ca_system_score_gemma":0.00001732715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008530865,"about_ca_topic_score_gemma":0.000005275823,"domain_scores_codex":[0.999357,0.00002584513,0.00009803232,0.0001950022,0.0001740762,0.0001499882],"domain_scores_gemma":[0.9993199,0.0001530766,0.00002876832,0.0004289795,0.0000289903,0.00004034753],"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":[3.392704e-7,0.00001106817,0.0004830755,7.801111e-7,0.000002809435,4.47957e-7,0.0001733682,0.00007306599,0.00004202756,0.989504,0.00682162,0.002887434],"study_design_scores_gemma":[0.001243461,0.0005246383,0.007164366,0.00006814413,0.000007286582,0.00001984145,0.000567694,0.1296495,0.005296503,0.6620556,0.1923582,0.001044724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001388915,4.220726e-7,0.8176119,0.004246669,0.0001637648,0.00004119935,1.080934e-7,0.0002887113,0.1762583],"genre_scores_gemma":[0.9343981,1.428489e-7,0.06150185,0.002274405,0.00004083095,0.000002575539,4.413671e-7,0.000005247175,0.001776376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9330092,"threshold_uncertainty_score":0.6151896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350456015526294,"score_gpt":0.2657719643356466,"score_spread":0.1307263627830172,"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."}}