{"id":"W4405656223","doi":"10.1007/s11665-024-10540-4","title":"Investigating the Influence of Li and Sc Addition on the Microstructure and Electrochemical Properties of 7075 Aluminum-Based Alloys","year":2024,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Microstructure; Scandium; Metallurgy; Corrosion; Alloy; Scanning electron microscope; Lithium (medication); Aluminium; Electrochemistry; Composite material; Electrode","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":[0.0002799894,0.0001416333,0.0002082356,0.00006271325,0.00004111083,0.00006783951,0.0000947768,0.00006015113,0.000004140676],"category_scores_gemma":[0.0000671726,0.00007513833,0.00001943966,0.00006825392,0.0001549221,0.0001427864,0.00002271402,0.0002086215,1.514483e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001377972,"about_ca_system_score_gemma":0.00002243626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002560558,"about_ca_topic_score_gemma":2.162141e-7,"domain_scores_codex":[0.9993499,0.00001637329,0.0003257447,0.00007030147,0.0001189694,0.0001187236],"domain_scores_gemma":[0.9996909,0.00007037657,0.00007800606,0.00007879665,0.00005192649,0.00002991928],"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":[0.00002365027,0.000001458896,0.00007570595,0.001145546,0.00003776577,5.286144e-7,0.0006358885,0.01575737,0.9820945,0.00002285653,0.00003066932,0.0001740847],"study_design_scores_gemma":[0.0001024227,0.0001328047,0.004386839,0.001465124,0.00002782813,0.0001364674,0.00003008001,0.02032645,0.9731435,0.00001238935,0.0001464657,0.00008967824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962119,0.003412013,0.0000235314,0.0001128344,0.0001310666,0.00007610121,0.00001057874,0.00002007239,0.000001942611],"genre_scores_gemma":[0.9990421,0.0004842272,0.0003295632,0.00002364137,0.00009392582,0.000003490149,8.173302e-7,0.00002001733,0.000002200077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00895102,"threshold_uncertainty_score":0.3064052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006371889242650091,"score_gpt":0.1694144691364901,"score_spread":0.16304257989384,"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."}}