{"id":"W4412508560","doi":"10.1609/socs.v18i1.36000","title":"Position Paper: On the Impact of Direction-Selection in BAE*","year":2025,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Combinatorial Search","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Israel Science Foundation; Israel National Road Safety Authority; Canadian Institute for Advanced Research","keywords":"Position (finance); Selection (genetic algorithm); Computer science; Artificial intelligence; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004317977,0.0006241617,0.0007799006,0.0006314935,0.0004725399,0.00175194,0.001319488,0.0009907547,0.00761207],"category_scores_gemma":[0.03240271,0.0003202287,0.0005442757,0.0009628004,0.0008174364,0.00332293,0.00148933,0.00177864,0.001087184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009242605,"about_ca_system_score_gemma":0.001804131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003900382,"about_ca_topic_score_gemma":0.004684792,"domain_scores_codex":[0.9971069,0.001584847,0.00009911981,0.000272517,0.0006789448,0.0002577296],"domain_scores_gemma":[0.9693299,0.02563704,0.0008996099,0.001385216,0.002126871,0.0006213541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001005774,0.0005855656,0.005033866,0.0004472366,0.0001133445,0.0001435665,0.0001919492,0.403875,0.005428293,0.1941843,0.01158949,0.3774016],"study_design_scores_gemma":[0.00008469595,0.0005099659,0.0008295887,0.0001455902,0.00004675847,0.0001152057,0.0001294584,0.9255664,0.003927086,0.0605055,0.008110448,0.0000293209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.2055865,0.005903519,0.7049186,0.005000485,0.0007256004,0.0002971939,0.0002845006,0.0006021638,0.07668135],"genre_scores_gemma":[0.7765851,0.002303633,0.2085263,0.00113182,0.0002183525,0.0001738109,0.0003136288,0.0003584426,0.01038879],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00761207,"threshold_uncertainty_score":0.02546495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215064538142036,"score_gpt":0.4000950922151399,"score_spread":0.3479444468337195,"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."}}