{"id":"W4245501839","doi":"10.1109/icse.2004.1317526","title":"Collaboration, conflict and control: the 4th workshop on open source software engineering","year":2004,"lang":"en","type":"article","venue":"Proceedings. 26th International Conference on Software Engineering","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software engineering; Conflict resolution; Software; Open source software; Computer science; Open source; Control (management); Engineering management; Engineering; Operating system; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005714041,0.0004824566,0.0003609522,0.0003688464,0.0003475092,0.002933401,0.002706007,0.0001617911,0.00003493413],"category_scores_gemma":[0.003111767,0.0004244091,0.0000678936,0.0009781128,0.00006865035,0.001688043,0.000670727,0.0006928277,0.00005498049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003103896,"about_ca_system_score_gemma":0.0002060117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002787565,"about_ca_topic_score_gemma":0.000004847179,"domain_scores_codex":[0.9973213,0.00001137013,0.0005474765,0.0008155705,0.0007985994,0.0005056539],"domain_scores_gemma":[0.9976624,0.0003550447,0.0002559352,0.0004151308,0.001116624,0.0001948164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000063247,0.0001333993,0.003442305,0.0000565356,0.0002200294,0.00001381684,0.003316417,0.06530114,0.0005586821,0.920257,0.001265113,0.005372372],"study_design_scores_gemma":[0.01549375,0.001457429,0.04319502,0.005852846,0.0001658439,0.0004864327,0.002362724,0.6031041,0.008021506,0.007045699,0.3063073,0.006507414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02775925,0.00007678276,0.9621544,0.006020681,0.001001313,0.0009587891,0.00003604205,0.001270126,0.0007225391],"genre_scores_gemma":[0.9082631,0.00004861213,0.08897238,0.001598598,0.0002876782,0.0003072207,0.00001841873,0.00007935661,0.0004245724],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9132112,"threshold_uncertainty_score":0.9998208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277199410988842,"score_gpt":0.2736469642186464,"score_spread":0.2459270231197622,"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."}}