{"id":"W4403793604","doi":"10.1007/978-3-031-75872-0_12","title":"Modeling and Reasoning About Explanation Requirements Using Goal Models","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; University of Toronto; York University","funders":"","keywords":"Computer science; Software engineering; Management science; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001124858,0.0004538861,0.000415863,0.0008008517,0.0001971647,0.0005589887,0.001355298,0.0002491178,9.919652e-7],"category_scores_gemma":[0.0001862715,0.000444299,0.00006396302,0.0004050109,0.0002250091,0.001390597,0.001462733,0.0006932581,0.000003230788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004060487,"about_ca_system_score_gemma":0.0002013041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001886096,"about_ca_topic_score_gemma":0.00000739138,"domain_scores_codex":[0.996867,0.00002600956,0.0004337606,0.001417596,0.0007224981,0.0005331625],"domain_scores_gemma":[0.9984959,0.0003634642,0.0001178885,0.0007652644,0.0001463751,0.0001111065],"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":[0.000001349863,0.000001966261,0.000001264994,0.00004389154,0.000006466381,0.00003533675,0.0005692039,0.8595108,0.0001171575,0.0334451,2.644218e-7,0.1062672],"study_design_scores_gemma":[0.00005201388,0.00002037609,7.516037e-7,0.0005927355,0.000005251994,0.00004146071,1.972589e-7,0.6088752,0.0001140397,0.3900129,0.000008276939,0.0002767714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000242917,0.002680093,0.9942379,0.00007017768,0.001761889,0.0002164741,0.000002610029,0.0004382684,0.0003496917],"genre_scores_gemma":[0.05100325,0.0001219286,0.9484032,0.0001245317,0.0002164437,0.000004795414,0.000001920147,0.00004107226,0.00008281815],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3565678,"threshold_uncertainty_score":0.9998009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07446143258414237,"score_gpt":0.3154475937369708,"score_spread":0.2409861611528284,"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."}}