{"id":"W55277548","doi":"","title":"Method for Qualification and Selection of Open Source Software","year":2008,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Engineering Education and Technology","field":"Computer Science","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Open source; Computer science; Open source software; Software; Artificial intelligence; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005043775,0.0008690324,0.000804107,0.007891017,0.001970444,0.002463956,0.001389343,0.001261654,0.03504218],"category_scores_gemma":[0.03036685,0.0005951651,0.0009619646,0.003580376,0.0008967372,0.001878406,0.00276387,0.001388705,0.01256798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008453357,"about_ca_system_score_gemma":0.003838018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002798328,"about_ca_topic_score_gemma":0.005312454,"domain_scores_codex":[0.990851,0.002043599,0.00105882,0.001440756,0.004018865,0.000586911],"domain_scores_gemma":[0.9742845,0.0100888,0.001382165,0.00382536,0.009642578,0.0007766487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005172736,0.000422221,0.01489597,0.0008008054,0.00007689898,0.0003758988,0.001694978,0.000988116,0.03203297,0.03616206,0.03995217,0.8720806],"study_design_scores_gemma":[0.0007225784,0.00108371,0.06614901,0.001140128,0.0003192777,0.003885587,0.005625287,0.1006763,0.1476187,0.1110206,0.5611817,0.0005771791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02390786,0.0002107558,0.9484718,0.0005411534,0.0002600616,0.002048901,0.002346396,0.004346134,0.01786694],"genre_scores_gemma":[0.07549946,0.0001422564,0.896027,0.0001826591,0.00006948043,0.002100115,0.003467751,0.000750189,0.02176107],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03504218,"threshold_uncertainty_score":0.1172277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669881088995407,"score_gpt":0.3113898707038427,"score_spread":0.2746910598138886,"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."}}