{"id":"W3047134723","doi":"10.3390/ma13153441","title":"Thermal Stability of Aluminum Alloys","year":2020,"lang":"en","type":"review","venue":"Materials","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":252,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Materials science; Casting; Microstructure; Aerospace; Metallurgy; Alloy; Thermal stability; Aluminium; Service life; Thermal; Automotive industry; Powder metallurgy; Composite material; Engineering; Aerospace engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000195844,0.0004674357,0.002163504,0.00004888628,0.00001768257,0.00004750507,0.0004370288,0.0003028137,0.001675092],"category_scores_gemma":[0.00004023671,0.0003566147,0.0002242873,0.00009830575,0.00009315228,0.00006328681,0.0001484137,0.0001518274,0.0002060949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031154,"about_ca_system_score_gemma":0.00007206171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001294107,"about_ca_topic_score_gemma":0.000001197393,"domain_scores_codex":[0.9983036,0.0001395532,0.0008734791,0.0002703528,0.0001501768,0.000262856],"domain_scores_gemma":[0.9992424,0.0000424048,0.0001680903,0.0004551217,0.00003018339,0.00006177794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001717249,0.00001894053,0.000001605003,0.1659123,0.0007948205,0.00001769737,0.0007126622,0.00001149243,0.2020519,0.00005079755,0.00125056,0.6291601],"study_design_scores_gemma":[0.00005314315,0.00001815571,0.000001432027,0.00156772,0.0002518391,0.000008167314,0.000007443592,0.000001394003,0.06294528,0.00000577421,0.9348052,0.0003344857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001656369,0.9949342,0.000006301542,0.000003067969,0.00150374,0.0006062965,0.0005280413,0.0002568593,0.0005051219],"genre_scores_gemma":[0.001879294,0.9970629,0.000269776,0.000005689685,0.0004379545,0.00006650514,0.00009759441,0.0001582914,0.00002198697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9335546,"threshold_uncertainty_score":0.9998886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410306839466715,"score_gpt":0.2469251869167329,"score_spread":0.2128221185220658,"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."}}