{"id":"W7048503633","doi":"","title":"Load-haul-dump vehicle component life prediction using experimentally acquired load histories","year":2002,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Component (thermodynamics); Range (aeronautics); Identification (biology); Artificial neural network; Pattern recognition (psychology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000279654,0.000793295,0.0003997097,0.001060556,0.0006767713,0.0006072362,0.0007309076,0.0004489496,0.002905518],"category_scores_gemma":[0.001154156,0.0003540939,0.0003180293,0.0007303523,0.0002975976,0.0005643452,0.000223776,0.0003357305,0.001122456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002444305,"about_ca_system_score_gemma":0.001906239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2022832,"about_ca_topic_score_gemma":0.3089656,"domain_scores_codex":[0.9998964,0.00001052763,0.000003931445,0.00002364588,0.00004774987,0.00001771383],"domain_scores_gemma":[0.9995136,0.0001260225,0.00003214511,0.00005795601,0.0002447135,0.00002544185],"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":[0.0004241817,0.0001821465,0.0207484,0.00008790288,0.00003598263,0.0001119681,0.00009949139,0.9001716,0.007047118,0.0002775329,0.002547712,0.06826603],"study_design_scores_gemma":[0.00002058124,0.00004717296,0.01285576,0.000004616608,0.00001355395,0.0000136393,0.00003390125,0.9794519,0.006949858,0.000120746,0.0004762919,0.00001195258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585644,0.0001157756,0.02908432,0.00004504081,0.00001623747,0.00008319521,0.00233126,0.001999135,0.007760669],"genre_scores_gemma":[0.9900502,0.00003522431,0.006318483,0.000004066089,0.000002074615,0.00002820378,0.0013672,0.00007648281,0.002118041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2022832,"threshold_uncertainty_score":0.4022115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004292688550227955,"score_gpt":0.1431098890175292,"score_spread":0.1388172004673012,"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."}}