{"id":"W2028299969","doi":"10.1179/1743290114y.0000000105","title":"Spark plasma sintering of prealloyed aluminium powders","year":2014,"lang":"en","type":"article","venue":"Powder Metallurgy","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University; Dalhousie University","funders":"","keywords":"Materials science; Spark plasma sintering; Particle size; Thermogravimetric analysis; Metallurgy; Ingot; Aluminium; Sintering; Hydrogen; Particle (ecology); Yield (engineering); Raw material; Mass spectrometry; Analytical Chemistry (journal); Chemical engineering; Chromatography; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002168442,0.0002874557,0.0004350669,0.0001666244,0.00003926164,0.00003610357,0.0003747911,0.0001016242,0.0002910013],"category_scores_gemma":[0.00005690488,0.0002781033,0.0001523634,0.0001628462,0.0001085042,0.0002061712,0.0001106704,0.0001639436,0.0001175496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004576654,"about_ca_system_score_gemma":0.0000128391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005192991,"about_ca_topic_score_gemma":0.000029934,"domain_scores_codex":[0.9985543,0.00005778851,0.0004493417,0.0002560206,0.0002699864,0.0004125549],"domain_scores_gemma":[0.999179,0.0001048083,0.00006979273,0.0004757532,0.00005171015,0.0001189366],"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":[0.0001106944,0.000138088,0.001429079,0.0006828109,0.001093089,0.00001332501,0.002247153,0.05686017,0.9175259,0.003384427,0.002243179,0.01427205],"study_design_scores_gemma":[0.001658707,0.0003526412,0.004329485,0.0002106755,0.0002256974,0.00006047224,0.0002424853,0.4456147,0.4718014,0.0003988596,0.07382029,0.001284576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643351,0.0002537875,0.005447805,0.00005733342,0.0007547287,0.0001679579,0.000002990897,0.0005101652,0.02847011],"genre_scores_gemma":[0.9970748,0.00002601162,0.002132666,0.00004837651,0.0001038321,0.00002234963,0.000008132894,0.0000936971,0.0004901006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4457246,"threshold_uncertainty_score":0.9999671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007525731786550168,"score_gpt":0.1766414606015675,"score_spread":0.1691157288150173,"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."}}