{"id":"W4414485554","doi":"10.33423/jabe.v27i5.7850","title":"The Role of Fairness in Retaining Open Source Software Contributors: An Organizational Justice Framework for Platform Engagement","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open source software; Open source; Open-source software development; Perception; Software; Economic Justice; Organizational justice","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127484,0.00009544093,0.0002595388,0.0001324108,0.0003097027,0.0004963741,0.0009896362,0.0000716922,0.00000238267],"category_scores_gemma":[0.0003964273,0.00007876675,0.00002088592,0.0004891758,0.00004595393,0.0006332841,0.0004107188,0.0001726886,2.843134e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000782952,"about_ca_system_score_gemma":0.0003466716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008081016,"about_ca_topic_score_gemma":0.00001335448,"domain_scores_codex":[0.9990203,0.00001112022,0.0006035174,0.0001497954,0.00006486881,0.0001503338],"domain_scores_gemma":[0.9979398,0.00074827,0.000556765,0.0002202011,0.0005022255,0.00003271379],"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":[0.00009909102,0.00005603096,0.003181075,0.00002930345,0.00004255324,2.800769e-7,0.0008824561,0.01200929,0.00001924735,0.9209772,0.00003015446,0.0626733],"study_design_scores_gemma":[0.002039005,0.00007524457,0.0148721,0.0001937642,0.00006905063,0.00001083306,0.005943899,0.02475742,0.000780583,0.9238837,0.02710154,0.0002728777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1798707,0.00006010245,0.8187515,0.0006699351,0.0001944382,0.0002654224,0.000005325014,0.000008353895,0.000174255],"genre_scores_gemma":[0.8627507,0.00004477036,0.1367994,0.0002772532,0.00008836131,0.00001509436,0.000004354705,0.00001035607,0.000009692939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.68288,"threshold_uncertainty_score":0.4786547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695499277061802,"score_gpt":0.260913534967455,"score_spread":0.243958542196837,"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."}}