{"id":"W2046087067","doi":"10.4028/www.scientific.net/amr.968.125","title":"Effects of Solid Fractions in a Slurry Casting Process on Shrinkage and Microstructure of 7075 Aluminum Alloy","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; Higher Education Research Promotion","keywords":"Shrinkage; Microstructure; Materials science; Slurry; Alloy; Metallurgy; Aluminium; Casting; Porosity; Gas pressure; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004628201,0.0001858863,0.0004234969,0.0002666239,0.00006923449,0.00002378971,0.0001996083,0.0001312565,0.00002545785],"category_scores_gemma":[0.0005773508,0.0001682181,0.00002057325,0.0002492117,0.0002156536,0.0001762882,0.00009673797,0.0002969015,0.000004122164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000507752,"about_ca_system_score_gemma":0.00002711401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004580094,"about_ca_topic_score_gemma":0.00002987402,"domain_scores_codex":[0.9984918,0.0001395855,0.000398334,0.0002598613,0.000283547,0.0004268494],"domain_scores_gemma":[0.9991066,0.0003669736,0.00007031574,0.0002405471,0.0001556026,0.00005991413],"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":[0.0001127581,0.00001714938,0.00008937468,0.002370959,0.00001604732,0.000005392677,0.0009644434,0.003322816,0.9914336,0.00005658152,0.00001385702,0.001596972],"study_design_scores_gemma":[0.0006075066,0.0001582069,0.004548809,0.0004546311,0.000005118125,0.00001103395,0.0001519633,0.0002955254,0.9929096,0.0005493769,0.000163184,0.000145036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986453,0.0003692143,0.00004956827,0.00001488407,0.0002165205,0.0004769617,0.00003501867,0.00004743271,0.0001450771],"genre_scores_gemma":[0.9987004,0.000123296,0.0009568914,0.000007218704,0.00005687201,0.00006293267,0.000005854978,0.00005488878,0.00003164799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004459434,"threshold_uncertainty_score":0.6859735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202728823863719,"score_gpt":0.2985663344403171,"score_spread":0.2865390462016799,"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."}}