{"id":"W3208623264","doi":"10.1002/smr.2393","title":"Perceptions of open‐source software developers on collaborations: An interview and survey study","year":2021,"lang":"en","type":"article","venue":"Journal of Software Evolution and Process","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Computer science; Software development; Open-source software development; Knowledge management; Software peer review; Exploratory research; Software; Coding (social sciences); Team software process; Personal software process; Software engineering; Data science; World Wide Web; Software development process; Software construction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0169313,0.0003978126,0.0007013762,0.002830513,0.002250676,0.002465086,0.0007236358,0.001347251,0.001252799],"category_scores_gemma":[0.04216868,0.0006315447,0.0004284732,0.001749443,0.002194921,0.003510282,0.004201358,0.002107518,0.0002718289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763434,"about_ca_system_score_gemma":0.001782654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002696451,"about_ca_topic_score_gemma":0.002694839,"domain_scores_codex":[0.9846069,0.01077991,0.0008385411,0.0009580308,0.001395423,0.001421103],"domain_scores_gemma":[0.9293364,0.05090342,0.006009214,0.001202599,0.007589026,0.00495941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000734319,0.0002262658,0.1311779,0.0002245973,0.00002694287,0.0006620825,0.853676,0.00009962148,0.001305653,0.000554172,0.0004722845,0.01150098],"study_design_scores_gemma":[0.00001482445,0.0003109951,0.0587977,0.0002251216,0.00001766488,0.0003152461,0.9329383,0.0007191255,0.0006398923,0.0003331279,0.005638248,0.00004981476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980735,0.0001327111,0.0007797354,0.0002397139,0.000005749066,0.00006047769,0.00004402507,0.000005430714,0.0006586294],"genre_scores_gemma":[0.9986934,0.00022281,0.0004546382,0.0001416371,0.000006531884,0.0001479493,0.00004276426,0.00000537087,0.0002849427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169313,"threshold_uncertainty_score":0.08954233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647698908527405,"score_gpt":0.3422088713515954,"score_spread":0.2857318822663214,"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."}}