{"id":"W4404521430","doi":"10.1109/esw52258.2024.10752784","title":"Protective Wall: Arc Cube Installation","year":2024,"lang":"en","type":"article","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada","funders":"","keywords":"Cube (algebra); Computer science; Arc (geometry); Engineering; Mechanical engineering; Geometry; Mathematics","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":[0.0004484663,0.000833145,0.0005786353,0.0008087484,0.0006358835,0.001015051,0.001195289,0.0008239564,0.02432354],"category_scores_gemma":[0.001714394,0.0004001594,0.0004317463,0.0007916598,0.000356309,0.0009296364,0.001238791,0.0008996757,0.006437715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289164,"about_ca_system_score_gemma":0.001251089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529333,"about_ca_topic_score_gemma":0.001147103,"domain_scores_codex":[0.9993176,0.00007040403,0.00003110105,0.0001097336,0.0003706674,0.0001004441],"domain_scores_gemma":[0.9993861,0.0001300524,0.00005970059,0.00017875,0.0001616397,0.00008378947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003731409,0.0006267806,0.01070365,0.001358215,0.00007222909,0.003718602,0.000676132,0.1203885,0.1914627,0.02281374,0.02786305,0.6165851],"study_design_scores_gemma":[0.0006546527,0.005397927,0.03081878,0.0004558042,0.0002727817,0.003908594,0.0007228965,0.2176313,0.5265998,0.01130682,0.2020022,0.0002285635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4366507,0.0005750186,0.4158967,0.0004884236,0.0004969988,0.001483624,0.002201581,0.01193078,0.130276],"genre_scores_gemma":[0.843749,0.0003820962,0.1150509,0.00009800986,0.00004363707,0.0003118132,0.001399388,0.0004738031,0.03849135],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02432354,"threshold_uncertainty_score":0.08137041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08248315632544864,"score_gpt":0.3828750273934377,"score_spread":0.300391871067989,"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."}}