{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01529178,0.0009926131,0.0005082684,0.003208927,0.003082814,0.007822048,0.001824138,0.001706601,0.002835284],"category_scores_gemma":[0.03192214,0.0007540474,0.0007181594,0.002969684,0.005885553,0.01591038,0.005572258,0.003537696,0.000504905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004648502,"about_ca_system_score_gemma":0.002337276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006495011,"about_ca_topic_score_gemma":0.01422786,"domain_scores_codex":[0.9859513,0.01034763,0.0005499387,0.000819544,0.001878234,0.0004533887],"domain_scores_gemma":[0.9681443,0.02414393,0.001254142,0.003194885,0.002680925,0.0005818151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001705038,0.0001887759,0.01836575,0.0009165874,0.00006978268,0.003569365,0.417573,0.01165059,0.005966982,0.3854269,0.007631934,0.1484698],"study_design_scores_gemma":[0.00004097778,0.0002209744,0.005199895,0.002303637,0.0001249397,0.003926273,0.2053069,0.07211673,0.01119451,0.3340739,0.3652232,0.0002680257],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.203098,0.001890137,0.7191097,0.01477592,0.0002126938,0.0002616882,0.0002975154,0.0005945976,0.05975976],"genre_scores_gemma":[0.7645513,0.001738502,0.2242891,0.001096006,0.00004954608,0.0002064036,0.0003717291,0.0004232464,0.007274146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01529178,"threshold_uncertainty_score":0.08087164,"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."}}