{"id":"W4402796310","doi":"10.46254/na09.20240074","title":"Link Failure in Bucket Chains","year":2024,"lang":"en","type":"article","venue":"","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Jeunesse de Quebec","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00003604417,0.00004714618,0.00006689459,0.0000548975,0.000005385216,0.00002760037,0.00004589709,0.00004105937,0.0008672259],"category_scores_gemma":[0.000004016207,0.00003696178,0.00003729607,0.0002093707,0.000002477659,0.00003235701,0.000008624786,0.00009404249,0.0001483283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000123515,"about_ca_system_score_gemma":0.000001863841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003356103,"about_ca_topic_score_gemma":0.000368499,"domain_scores_codex":[0.9996994,0.000003172773,0.00008086291,0.00007409078,0.00004702003,0.00009551817],"domain_scores_gemma":[0.9998778,0.00001624252,0.000001192699,0.00007219619,0.00000265675,0.00002989161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001865765,0.00002337123,0.0006966925,0.000419112,0.000245047,0.000219715,0.0004560177,0.01960507,0.009194654,0.4135883,0.02179289,0.5337573],"study_design_scores_gemma":[0.00005647154,0.000007367876,0.0002167307,0.00005523212,0.00001137531,7.154663e-7,0.0000401641,0.9444169,0.001864696,0.001752431,0.05144492,0.0001329331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1776449,0.008073404,0.5423563,0.009957403,0.001293016,0.0003603614,0.00004099956,0.004176701,0.2560968],"genre_scores_gemma":[0.9984517,0.0001085371,0.000326409,0.00002810767,0.00007185117,0.000005407212,0.000003598704,0.000008627258,0.0009957594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9248119,"threshold_uncertainty_score":0.9495516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0091754235081686,"score_gpt":0.2127376940140925,"score_spread":0.2035622705059239,"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."}}