{"id":"W2050833725","doi":"10.1145/1061874.1061885","title":"Collaboration, conflict and control","year":2005,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software engineering; Conflict resolution; Control (management); Software; Computer science; Engineering; Open source software; Engineering management; Knowledge management; Political science; Programming language","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000249556,0.0002316492,0.0002276103,0.0001881093,0.0001561449,0.0003852674,0.000837434,0.0001041029,0.00002112938],"category_scores_gemma":[0.05580651,0.0002476689,0.00003645739,0.0007883107,0.00003829296,0.001080544,0.000256083,0.0001892141,0.00008084164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000058776,"about_ca_system_score_gemma":0.00007744206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001154428,"about_ca_topic_score_gemma":0.000005557746,"domain_scores_codex":[0.99866,0.00002027496,0.0003199152,0.0004054102,0.0002538573,0.0003405801],"domain_scores_gemma":[0.9816118,0.0169233,0.00009061783,0.0009265888,0.0003052285,0.0001424896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001890279,0.0002179472,0.7619961,0.000164495,0.000254191,0.00004361221,0.006595105,0.02026197,0.01100718,0.05841895,0.01138071,0.1296408],"study_design_scores_gemma":[0.003799905,0.0002715382,0.4648912,0.0001827171,0.00006857716,0.0001837853,0.00004948133,0.02053522,0.01518275,0.0002700394,0.4922595,0.002305289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.101834,0.0008473865,0.8892488,0.005617212,0.0003107039,0.0003203732,0.00002400386,0.001790565,0.000006922124],"genre_scores_gemma":[0.7361865,0.00001122042,0.2628311,0.0007104233,0.0001471169,0.00003687654,0.000006735138,0.00002392768,0.00004607179],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6343525,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009812026285476788,"score_gpt":0.2337683728025489,"score_spread":0.2239563465170721,"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."}}