{"id":"W1969575809","doi":"10.4028/www.scientific.net/amr.409.362","title":"Evolution of as-Cast Microstructure of Mg-Al Alloys with Solute Content and Cooling Rate","year":2011,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada; Shandong Academy of Sciences; Pohang University of Science and Technology","keywords":"Materials science; Microstructure; Dendrite (mathematics); Metallurgy; Phase (matter); Alloy; Thermodynamics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000451091,0.0001776179,0.0003497682,0.0001454737,0.00006633757,0.00002292678,0.0001919135,0.0000890765,0.000110602],"category_scores_gemma":[0.00007623301,0.000139392,0.00001969274,0.0001534077,0.0004459049,0.0002255476,0.0001274698,0.0001482168,0.000005206704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007284779,"about_ca_system_score_gemma":0.00005050957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002976146,"about_ca_topic_score_gemma":0.0000503339,"domain_scores_codex":[0.9986678,0.00009357341,0.0003529122,0.000228662,0.0002455665,0.0004114356],"domain_scores_gemma":[0.999149,0.00004405741,0.00007579361,0.0002715637,0.0003900022,0.00006954077],"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":[0.0009598922,0.00000824677,0.0002124731,0.0003398048,0.00005026759,0.000006582243,0.0008235224,0.0002597837,0.9966902,0.0003253228,0.00002607762,0.0002978388],"study_design_scores_gemma":[0.0006774997,0.000255806,0.007735585,0.0001615136,0.00001026126,0.00003752022,0.0004963534,0.00006561359,0.9897785,0.0004737175,0.0001581515,0.0001495352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977207,0.001068012,0.0003325152,0.000009065478,0.0001798932,0.0003844214,0.000069644,0.00005045796,0.0001853472],"genre_scores_gemma":[0.9946491,0.0002459188,0.004921617,0.000005970029,0.00002638621,0.00002232701,0.000007475664,0.0000519658,0.00006923211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007523112,"threshold_uncertainty_score":0.5684239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04804368934626176,"score_gpt":0.2709167056669275,"score_spread":0.2228730163206658,"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."}}