{"id":"W4404345456","doi":"10.1007/s42452-024-06310-5","title":"Structural analysis and fatigue prediction of harrow tines used in Canadian prairies","year":2024,"lang":"en","type":"article","venue":"Discover Applied Sciences","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; University of Regina","keywords":"Harrow; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360084,0.00006282716,0.0001014933,0.0003286266,0.00003979535,0.00009286405,0.00007230017,0.0000289861,0.000005112784],"category_scores_gemma":[0.000004306488,0.00005236239,0.00002000112,0.0009315975,0.00007429555,0.0001402511,0.000009397541,0.00004771962,3.947632e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002841291,"about_ca_system_score_gemma":0.00005631813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02011212,"about_ca_topic_score_gemma":0.2904332,"domain_scores_codex":[0.9994979,0.000003382074,0.000108119,0.0001342146,0.000110911,0.0001454701],"domain_scores_gemma":[0.9998701,0.00001851743,0.000008451367,0.00005255664,0.000005069104,0.00004532422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003504427,0.000004537206,0.7102497,0.0002028428,0.0001927238,0.000004586186,0.004157905,0.1640196,0.006065848,0.09933198,0.00005050457,0.01571627],"study_design_scores_gemma":[0.00003282884,0.000005949193,0.1070923,0.000009845747,0.00002433355,3.783202e-7,0.0002951223,0.8912284,0.0004922729,0.0007437682,0.00002062439,0.00005416833],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982694,0.0001378077,0.0004531443,0.0000417887,0.0001262656,0.00005553096,0.00007067768,0.00003238381,0.0008130156],"genre_scores_gemma":[0.9998719,0.00001052421,0.00007344002,0.000003847274,0.00001256051,0.000006179131,0.00001139468,0.000004226505,0.000005956612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7272088,"threshold_uncertainty_score":0.9864131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590497662096495,"score_gpt":0.2373563634545721,"score_spread":0.2214513868336071,"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."}}