{"id":"W3112727575","doi":"10.18280/ijsse.100502","title":"Buggy Role Cage – Analysis and Design","year":2020,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cage; Context (archaeology); Computer science; Point (geometry); Structural engineering; Automotive engineering; Engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002035736,0.00009561348,0.0001945529,0.0002121137,0.00001915418,0.00005900802,0.0001474061,0.00005016168,0.00003443534],"category_scores_gemma":[0.0001257649,0.00009362595,0.00006433356,0.0002251883,0.00001065719,0.0001771701,0.00003686385,0.000260866,0.000001364884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002492992,"about_ca_system_score_gemma":0.000009464738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003604542,"about_ca_topic_score_gemma":8.413431e-7,"domain_scores_codex":[0.999289,0.00001271229,0.0002766305,0.00007854625,0.0002320088,0.0001111151],"domain_scores_gemma":[0.9995453,0.000110715,0.00002791698,0.00004223535,0.00008616815,0.0001876494],"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":[0.0000666829,0.00001081018,0.00008245754,0.00004535701,0.00101848,0.00005053055,0.0009739024,0.9782016,0.01102733,0.00191167,0.00004664179,0.00656451],"study_design_scores_gemma":[0.0002628459,0.00004306649,0.0005049938,0.00001926769,0.0000529935,0.00003870569,0.00004264792,0.9936619,0.002276371,0.0000848768,0.002915168,0.00009711543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03559265,0.001159957,0.9622224,0.0006488357,0.0001548742,0.00004212121,0.00001446983,0.00006279605,0.0001019123],"genre_scores_gemma":[0.9938584,0.001134537,0.004778662,0.00003128135,0.0001784328,8.489255e-7,0.000002958476,0.00001195148,0.000002929459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9582658,"threshold_uncertainty_score":0.3817955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052076457687886,"score_gpt":0.2254291475236582,"score_spread":0.2149083829467794,"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."}}