{"id":"W4403629598","doi":"10.1016/j.engfracmech.2024.110583","title":"Experimental and numerical studies on the propagation paths of gear root cracks","year":2024,"lang":"en","type":"article","venue":"Engineering Fracture Mechanics","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"MD Precision (Canada)","funders":"","keywords":"Root (linguistics); Structural engineering; Materials science; Geology; Geotechnical engineering; Engineering","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":[0.0001971577,0.0002390805,0.0002153319,0.00008767879,0.0000424193,0.00004070723,0.0001070621,0.0001182866,0.00002397213],"category_scores_gemma":[0.00009831924,0.0001637642,0.00006407184,0.0001867775,0.000009499347,0.00009631181,0.0000324424,0.0004163617,0.00001198262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006369883,"about_ca_system_score_gemma":0.000009636547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001193652,"about_ca_topic_score_gemma":2.613992e-7,"domain_scores_codex":[0.9991662,0.00001499863,0.000227774,0.0001881591,0.0002115238,0.0001913337],"domain_scores_gemma":[0.9994874,0.0002066561,0.00002364806,0.0002072642,0.0000259624,0.00004904832],"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":[0.00001782426,0.00006051645,0.000002294674,0.0009062003,0.0005684775,0.00005906731,0.007314978,0.6330937,0.2270793,0.1227428,0.003397432,0.004757394],"study_design_scores_gemma":[0.00005738737,0.0000951112,0.00000521736,0.0001695668,0.00002588631,0.000009911199,0.0002203605,0.6431168,0.3488654,0.0005759066,0.006690762,0.00016769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09467603,0.02399847,0.8760053,0.0006074152,0.003206433,0.0004853073,0.00001646097,0.0008929459,0.0001116563],"genre_scores_gemma":[0.9989409,0.00006426461,0.0006347953,0.00007019338,0.0001698584,0.00003533428,0.000004973153,0.00006483194,0.00001482827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9042649,"threshold_uncertainty_score":0.6678109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109884259474593,"score_gpt":0.2301644956475244,"score_spread":0.2190656530527785,"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."}}