{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005193126,0.001774287,0.00140413,0.009542267,0.001204323,0.004043307,0.002730905,0.001296955,0.003816147],"category_scores_gemma":[0.01154775,0.0009820272,0.001290122,0.00483974,0.000690526,0.004307221,0.003677635,0.001366623,0.002076851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357291,"about_ca_system_score_gemma":0.002440564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005542156,"about_ca_topic_score_gemma":0.004713752,"domain_scores_codex":[0.9944265,0.001084487,0.0007126683,0.001203632,0.002230106,0.000342617],"domain_scores_gemma":[0.9928486,0.001442492,0.0008624376,0.001520716,0.003001154,0.0003245545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003977642,0.0005189879,0.02353788,0.0006127568,0.0003320976,0.0003158524,0.001334011,0.06405253,0.02346398,0.03642131,0.006776859,0.842236],"study_design_scores_gemma":[0.00006702787,0.0003685809,0.01383645,0.0002984181,0.0002501751,0.0003637539,0.0004830933,0.8907214,0.03222154,0.03748505,0.02371398,0.0001907015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00713288,0.0001771666,0.9820933,0.0001613193,0.00002740013,0.0002509585,0.0002182898,0.008035855,0.001902726],"genre_scores_gemma":[0.1558925,0.0002530797,0.8395947,0.00004901358,0.00003941583,0.000501204,0.001260759,0.0003194739,0.00208978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009542267,"threshold_uncertainty_score":0.02746421,"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."}}