{"id":"W3082316480","doi":"","title":"국가별 오픈소스 소프트웨어 개발자의 네트워크 특성이 개방형 협업 성과에 미치는 영향 : 약한 연결 이론을 중심으로","year":2020,"lang":"ko","type":"article","venue":"정보시스템연구","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Knowledge management; Web crawler; China; World Wide Web; Computer science; Open-source software development; Data science; Open source software; Software; Business; Engineering management; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.004185901,0.0002225137,0.0002712808,0.00249378,0.001814899,0.003396415,0.0004935259,0.0003510798,0.002937902],"category_scores_gemma":[0.01591733,0.0001675247,0.0002924337,0.003991969,0.00172642,0.002949731,0.001497803,0.000483001,0.0006792151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776555,"about_ca_system_score_gemma":0.004310595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005473146,"about_ca_topic_score_gemma":0.006268975,"domain_scores_codex":[0.9964966,0.001573034,0.0002791765,0.0006128823,0.0007529004,0.0002854315],"domain_scores_gemma":[0.9782425,0.01067572,0.004937405,0.001683832,0.003155451,0.001305124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001569321,0.0002562004,0.797575,0.0008786994,0.0001074484,0.0005987616,0.02197454,0.002399015,0.002076337,0.02471971,0.003279287,0.1459781],"study_design_scores_gemma":[0.00004033031,0.0004922599,0.7904317,0.001461782,0.000229808,0.001670626,0.09175787,0.01488144,0.007741067,0.02794578,0.06322458,0.0001228238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461604,0.0009151205,0.02012673,0.00157259,0.00004427012,0.0004326963,0.0007945402,0.00009773421,0.02985597],"genre_scores_gemma":[0.9897125,0.0003660775,0.00810347,0.0001117104,0.00001738976,0.0001735218,0.0001953911,0.00001554486,0.001304405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9995065,"threshold_uncertainty_score":0.0221374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04020590608897142,"score_gpt":0.2608272742401331,"score_spread":0.2206213681511617,"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."}}