{"id":"W2589201894","doi":"10.1007/s40962-017-0136-9","title":"Beta Al5FeSi phase platelets-porosity formation relationship in A319.2 type alloys","year":2017,"lang":"en","type":"article","venue":"International Journal of Metalcasting","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"National Research Council Canada","keywords":"Materials science; Porosity; Scanning electron microscope; Eutectic system; Strontium; Alloy; Analytical Chemistry (journal); Electron microprobe; Optical microscope; Precipitation; Microstructure; Microanalysis; Chemical engineering; Metallurgy; Composite material; Chemistry; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009995061,0.00009691872,0.00009083782,0.0002610215,0.0001344982,0.0003687135,0.0001808252,0.000204071,0.001135599],"category_scores_gemma":[0.0002375356,0.0001277922,0.00008450628,0.0001678844,0.000141563,0.0001521666,0.00006654224,0.000151664,0.0001361947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405938,"about_ca_system_score_gemma":0.0001173046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249942,"about_ca_topic_score_gemma":0.002051517,"domain_scores_codex":[0.9999385,0.000005732989,0.000003406292,0.00001489613,0.00002583313,0.00001156043],"domain_scores_gemma":[0.9998846,0.00002736928,0.00003914353,0.000006884637,0.0000332158,0.000008822397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003697452,0.00003564767,0.004069851,0.00006364789,0.00001036809,0.0002141209,0.00008202752,0.001355396,0.9878731,0.001154146,0.0002359759,0.004535947],"study_design_scores_gemma":[0.00001496339,0.0002373437,0.02343242,0.000007267143,0.00001820564,0.0002055659,0.0001249328,0.01016645,0.9639691,0.0002488339,0.001565436,0.000009631046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971502,0.0003261859,0.0005347019,0.00001704599,0.000007138291,0.000004154938,0.00007814653,0.00002745125,0.001855011],"genre_scores_gemma":[0.9990889,0.00004487533,0.0001441078,0.000002168876,0.000001169229,0.000001214763,0.00004099431,0.000002870735,0.0006737337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001249942,"threshold_uncertainty_score":0.003798902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05097210455418734,"score_gpt":0.3072741833178723,"score_spread":0.2563020787636849,"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."}}