{"id":"W2741187818","doi":"","title":"An Architecture for Effort Estimation of Solutions Based on Open Source","year":2017,"lang":"pl","type":"article","venue":"Roczniki Kolegium Analiz Ekonomicznych","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Open source; Open source software; Architecture; Software; Estimation; Software engineering; Software development; Operating system; Systems engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.00179123,0.0005112685,0.0007109448,0.0005274259,0.001458694,0.001963615,0.006852943,0.0003050857,0.00003892287],"category_scores_gemma":[0.001114134,0.0005553559,0.0003196532,0.0002603841,0.0002862885,0.001121659,0.001068841,0.0004694474,0.00005379973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000301886,"about_ca_system_score_gemma":0.0007621461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000963591,"about_ca_topic_score_gemma":0.0001412494,"domain_scores_codex":[0.9963326,0.0001345569,0.0006912987,0.001224701,0.0005569522,0.001059842],"domain_scores_gemma":[0.9941342,0.000947862,0.0006368571,0.003558046,0.0002765512,0.0004464617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003524133,0.0005978203,0.006164717,0.000359465,0.0001201128,0.000006494129,0.0005297272,0.9233649,0.0003410856,0.007505778,0.004833928,0.0558235],"study_design_scores_gemma":[0.001849859,0.0009745993,0.05666235,0.0003429795,0.00005980306,0.000005953918,0.00002017355,0.927592,0.001098671,0.0005620867,0.0102774,0.0005541042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03791492,0.00007640462,0.9558343,0.002223013,0.001201486,0.00174696,0.0001692924,0.000163718,0.0006698587],"genre_scores_gemma":[0.9548071,0.000005961243,0.04357148,0.000175861,0.000501363,0.0002055686,0.00007405049,0.00009592052,0.000562711],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9168922,"threshold_uncertainty_score":0.9998413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998734143650656,"score_gpt":0.3298549548518306,"score_spread":0.289867613415324,"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."}}