{"id":"W4387143093","doi":"10.1109/rew57809.2023.00054","title":"Based on Past Experience: Highlighting Potential Human Value Issues in Domain Modelling","year":2023,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Synonym (taxonomy); Domain (mathematical analysis); Semantics (computer science); Compiler; Data science; Taxonomy (biology); Value (mathematics); Software engineering; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.0004803979,0.000118373,0.0001113071,0.0002569976,0.0001163066,0.0001778574,0.0005514703,0.00005773556,0.00001901093],"category_scores_gemma":[0.00001878173,0.0001075653,0.00003906725,0.0006272588,0.00001245826,0.0003845431,0.0001238267,0.0001407948,0.00003298647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002774693,"about_ca_system_score_gemma":0.00001070055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001648199,"about_ca_topic_score_gemma":0.00000157496,"domain_scores_codex":[0.998888,0.00005106866,0.0001842381,0.0003291104,0.0002748588,0.0002726815],"domain_scores_gemma":[0.9993674,0.0001466803,0.00004051264,0.000382082,0.0000174252,0.00004587727],"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":[0.000004236133,0.00003972922,0.0003417195,0.00001215406,0.000002519199,0.0001117037,0.001393843,0.9130368,0.001016643,0.08203834,0.0009605801,0.001041743],"study_design_scores_gemma":[0.0001141365,0.00005277275,0.0002687371,0.00003766388,6.384554e-7,0.000001527414,0.00005008628,0.9890313,0.00251867,0.004467804,0.00329805,0.0001585933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08984636,0.00001035503,0.9059333,0.001422917,0.0001895306,0.00008278644,2.579901e-7,0.00165294,0.0008616131],"genre_scores_gemma":[0.7459269,0.000006083627,0.2537004,0.0001221447,0.00007584092,0.0000247128,0.000001799858,0.000009666293,0.0001324495],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6560805,"threshold_uncertainty_score":0.4386387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236683968845013,"score_gpt":0.2976172411139947,"score_spread":0.2739488442294934,"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."}}