{"id":"W7042089348","doi":"","title":"Umple User Manual","year":2021,"lang":"en","type":"software","venue":"uO Research (University of Ottawa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Toolchain; Class (philosophy); Compiler; Code (set theory); Java; Software; Code generation; Microsoft Visual Studio; Undo","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002613958,0.002007582,0.001394899,0.004606143,0.001645496,0.005011376,0.004127265,0.001974473,0.5882363],"category_scores_gemma":[0.01826858,0.001369563,0.001210465,0.003696088,0.0006745941,0.006592451,0.004533043,0.002312515,0.5613383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568818,"about_ca_system_score_gemma":0.002038483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002537234,"about_ca_topic_score_gemma":0.003770592,"domain_scores_codex":[0.9971114,0.0005496356,0.000261771,0.000418116,0.001434727,0.0002243192],"domain_scores_gemma":[0.9920102,0.001900464,0.0003191291,0.00190462,0.003338932,0.0005265936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009283191,0.00002437116,0.0001257914,0.0003177243,0.000005034552,0.00007110952,0.00009496187,0.0001725658,0.0005409451,0.003013646,0.9215721,0.07396898],"study_design_scores_gemma":[0.00001557327,0.00001034667,0.0002386547,0.0001273658,0.00000609136,0.0001444841,0.00003493055,0.0003743559,0.0007820827,0.002128201,0.996112,0.00002590027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.00202544,0.001951239,0.08912949,0.002783975,0.001652254,0.001009091,0.1131977,0.341315,0.4469358],"genre_scores_gemma":[0.01240636,0.002136581,0.0876049,0.003549099,0.0007275001,0.002130245,0.2344822,0.151724,0.5052391],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.5882363,"threshold_uncertainty_score":0.5873309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09159443912645224,"score_gpt":0.3581981884254233,"score_spread":0.2666037492989711,"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."}}