{"id":"W3092664930","doi":"10.3390/ma13204549","title":"On the Al–Al11Ce3 Eutectic Transformation in Aluminum–Cerium Binary Alloys","year":2020,"lang":"en","type":"article","venue":"Materials","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Eutectic system; Materials science; Lamellar structure; Microstructure; Metallurgy; Alloy; Faceting; Phase (matter); Metallography; Eutectic bonding; Composite material; Crystallography; 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":[0.000171922,0.0001800085,0.0002010807,0.00004331458,0.00004272118,0.00008488086,0.0002013729,0.00007086631,0.0006489115],"category_scores_gemma":[0.00003630752,0.0001272555,0.00003018769,0.0001275274,0.0000354827,0.0001587868,0.00002445126,0.0001162588,0.0003372976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000606766,"about_ca_system_score_gemma":0.000009173992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002364033,"about_ca_topic_score_gemma":0.000007143914,"domain_scores_codex":[0.9991404,0.00006815015,0.0002966813,0.0001405451,0.0001262725,0.0002279965],"domain_scores_gemma":[0.9997253,0.00003586393,0.00002560781,0.0001610432,0.00001244329,0.00003973941],"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":[0.00005496331,0.000004766159,0.000007438402,0.00009656909,0.00001561749,0.00000626494,0.003735868,0.002461939,0.9907368,0.0002921407,0.002380923,0.000206703],"study_design_scores_gemma":[0.0003280259,0.00009040876,0.00077811,0.00004525478,0.00001015715,0.000007475108,0.0002860717,0.002050181,0.9874678,0.0002351398,0.008458944,0.0002423877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943526,0.00008279557,0.00009411806,0.003442811,0.0005227044,0.0003594746,0.00002589779,0.0002495048,0.0008701028],"genre_scores_gemma":[0.998174,0.00002558767,0.00006529516,0.00151392,0.00009285804,0.00005184211,0.00001413196,0.00004548533,0.00001687349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006078021,"threshold_uncertainty_score":0.7105126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153430846445162,"score_gpt":0.1933041838200252,"score_spread":0.177961099175509,"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."}}