{"id":"W55830303","doi":"","title":"So Are You A Contributor?: Women's Contributions to Linux and Open Source Span Technology and Business","year":2009,"lang":"en","type":"article","venue":"The open source business resource","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Span (engineering); Computer science; Operating system; Open source software; Business; Engineering; Software","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007429195,0.0004391887,0.0003794401,0.001870376,0.02071133,0.01369241,0.000883777,0.003489257,0.01833403],"category_scores_gemma":[0.03101816,0.0003884435,0.0002289431,0.0021558,0.008090067,0.00777438,0.0113167,0.006385425,0.002337651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006455521,"about_ca_system_score_gemma":0.01640422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02177872,"about_ca_topic_score_gemma":0.03613245,"domain_scores_codex":[0.993782,0.002678729,0.0001379127,0.0003560056,0.00103044,0.002014957],"domain_scores_gemma":[0.9744716,0.009622881,0.001361747,0.0005901749,0.002851791,0.01110185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001401437,0.0001189555,0.01087963,0.0001796749,0.00002186035,0.001005674,0.3828198,0.00008258071,0.0007334748,0.1485988,0.3734511,0.08196826],"study_design_scores_gemma":[0.000009927774,0.00004155976,0.004106753,0.0002451036,0.00001113589,0.0002663811,0.1273764,0.0000510972,0.0003552041,0.007251559,0.8602593,0.00002558533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1065679,0.009142002,0.0009608892,0.6786061,0.01016874,0.00003987896,0.0001728059,0.0001333499,0.1942083],"genre_scores_gemma":[0.6026919,0.009031662,0.0004810565,0.04193056,0.002829241,0.00007933924,0.00008908609,0.0004038504,0.3424633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02177872,"threshold_uncertainty_score":0.06133342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00840541343737132,"score_gpt":0.2494981405421646,"score_spread":0.2410927271047933,"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."}}