{"id":"W2116140965","doi":"10.3390/met2040411","title":"Microstructure and Fatigue Characteristic of AM60B Magnesium Alloy","year":2012,"lang":"en","type":"article","venue":"Metals","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Alloy; Microstructure; Materials science; Casting; Metallurgy; Paris' law; Magnesium alloy; Stress (linguistics); Fracture mechanics; Crack closure; Composite material","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":[0.0001040047,0.0001755726,0.0002667318,0.00005581315,0.00002557115,0.00001999235,0.0001032662,0.00008561007,0.0001650287],"category_scores_gemma":[0.00002531649,0.000144844,0.00004081759,0.00006530771,0.00008678647,0.0002129696,0.00004529542,0.0001017089,0.00001985515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001668272,"about_ca_system_score_gemma":0.000004490949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007662719,"about_ca_topic_score_gemma":0.000002216135,"domain_scores_codex":[0.9992945,0.00002005672,0.0002266179,0.0001016855,0.00009080861,0.0002663622],"domain_scores_gemma":[0.9996442,0.00001897327,0.00004257755,0.0001895442,0.00002743325,0.00007730514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005342333,0.00000496457,0.00327633,0.0002428019,0.00004191175,5.594877e-7,0.0008549835,0.00003748391,0.9937124,0.00008242815,0.0002231774,0.001517653],"study_design_scores_gemma":[0.0003094084,0.00002777269,0.1191879,0.00002380864,0.0001264986,0.00008998456,0.00008851927,0.0004163001,0.8618162,0.00008561302,0.01741312,0.0004149058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992951,0.00573852,0.0002818322,0.00002585607,0.0004099606,0.0001251783,0.00003704428,0.00009234909,0.0003382433],"genre_scores_gemma":[0.9964456,0.00003728006,0.003049815,0.00003785187,0.0001362489,0.000007101772,0.00001084458,0.0000393482,0.0002359294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1318962,"threshold_uncertainty_score":0.5906566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425868123920845,"score_gpt":0.2107169895203415,"score_spread":0.1964583082811331,"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."}}