{"id":"W250765231","doi":"","title":"Predictions of precipitation reaction mechanisms for 7xxx series aluminum alloys cast by CDS technique","year":2014,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Precipitation; Series (stratigraphy); Metallurgy; Materials science; Meteorology; Geology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000186898,0.0003049201,0.0001731395,0.0004958261,0.0001887132,0.0002791585,0.0003462271,0.0005489094,0.002647617],"category_scores_gemma":[0.0003921292,0.0002530922,0.0005146516,0.0001710837,0.0002087754,0.0003012625,0.0001157293,0.0003441146,0.0006497118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000548208,"about_ca_system_score_gemma":0.0003030748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003950961,"about_ca_topic_score_gemma":0.004189791,"domain_scores_codex":[0.9999465,0.000004605235,0.000002892262,0.00001478044,0.00002131684,0.000009954148],"domain_scores_gemma":[0.99986,0.00006964414,0.0000243029,0.00001253659,0.00002632335,0.000007139991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004195991,0.0001493065,0.01740618,0.000567624,0.00003069963,0.0002173631,0.0001724169,0.5717054,0.3844495,0.004831227,0.001289594,0.01876097],"study_design_scores_gemma":[0.00001923344,0.0001963083,0.007089416,0.00001374779,0.00001239796,0.00004138289,0.00006594099,0.8908538,0.09979617,0.0008427177,0.001049638,0.00001915785],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971738,0.0008143946,0.01946186,0.0001509591,0.00003790421,0.00007005275,0.0008673312,0.0002914731,0.00656816],"genre_scores_gemma":[0.9945871,0.0004119477,0.003011272,0.000008238556,0.000004233992,0.00002881754,0.0002493257,0.00002183649,0.00167722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003950961,"threshold_uncertainty_score":0.008857131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00794718441443057,"score_gpt":0.181772256168122,"score_spread":0.1738250717536914,"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."}}