{"id":"W6981350329","doi":"","title":"Effect of Iron Content on 319 Semi-Solid Alloys using the SEED Method","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Alloy; Microstructure; Eutectic system; Aluminium; Casting; Cast iron; Alonizing; Liquidus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001244516,0.0002699652,0.0002323842,0.0002958539,0.0001263923,0.0002225863,0.000213567,0.0002159443,0.000974312],"category_scores_gemma":[0.0002676902,0.0001401713,0.0001564874,0.0001839087,0.0001620945,0.0001386788,0.000146989,0.0002900557,0.0002716766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331865,"about_ca_system_score_gemma":0.0001420953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008892053,"about_ca_topic_score_gemma":0.002588296,"domain_scores_codex":[0.999874,0.00001387447,0.00001168702,0.00002739787,0.00005347215,0.00001946409],"domain_scores_gemma":[0.9998338,0.00003427495,0.00005385515,0.00001482407,0.0000419935,0.00002117432],"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":[0.0002024293,0.00003311193,0.0002232464,0.00006039237,0.00000577542,0.00005106261,0.00003425932,0.0001042148,0.9974699,0.00003271567,0.00002650877,0.001756295],"study_design_scores_gemma":[0.000004870275,0.0002948129,0.001246796,0.000005052716,0.000008684398,0.00002414699,0.00001245039,0.0003389487,0.9975185,0.000004936047,0.0005378497,0.00000285949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976084,0.0003945455,0.0007516738,0.00001839542,0.00001292895,0.00002036348,0.00008016764,0.00004623999,0.001067241],"genre_scores_gemma":[0.996639,0.0002952836,0.00162572,0.00001671953,0.000003735014,0.00001081292,0.00008942413,0.0000317303,0.001287665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000974312,"threshold_uncertainty_score":0.003259361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340692282257323,"score_gpt":0.2551101259085152,"score_spread":0.2210408976827829,"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."}}