{"id":"W4241254156","doi":"10.21203/rs.3.rs-186942/v1","title":"Being a Mentor in Open Source Projects","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Open source; Business; Computer science; Operating system; Software","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":[0.023998,0.0005279671,0.0003418713,0.001465843,0.009975297,0.007546437,0.001636497,0.00218847,0.007739895],"category_scores_gemma":[0.08478679,0.0003682656,0.0003939185,0.0008592882,0.003647023,0.004286539,0.009528343,0.002909766,0.001432029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002194026,"about_ca_system_score_gemma":0.005074186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248372,"about_ca_topic_score_gemma":0.002586514,"domain_scores_codex":[0.9689451,0.02299547,0.0005056779,0.0009790215,0.003436812,0.003137931],"domain_scores_gemma":[0.8696875,0.04504054,0.01499685,0.006145619,0.01379209,0.05033742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004245648,0.0013597,0.2737853,0.000757334,0.000121103,0.003929686,0.3632648,0.0005437568,0.004053123,0.0113913,0.03385272,0.3065166],"study_design_scores_gemma":[0.00009097663,0.001778271,0.1505194,0.001188321,0.00008814067,0.002935237,0.5927511,0.002647493,0.003534456,0.0121321,0.2321304,0.0002042123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533726,0.0009598685,0.007840082,0.01508659,0.0003477498,0.0002086579,0.00005813111,0.0001466884,0.02197976],"genre_scores_gemma":[0.9923739,0.0003436635,0.001695813,0.0007957291,0.00009551859,0.00007408771,0.00003410868,0.00002673032,0.004560452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.023998,"threshold_uncertainty_score":0.1269151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3836968116738022,"score_gpt":0.5781392861662799,"score_spread":0.1944424744924776,"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."}}