{"id":"W3140433152","doi":"10.1103/physrevlett.127.205701","title":"Orientation Gradients in Rapidly Solidified Pure Aluminum Thin Films: Comparison of Experiments and Phase-Field Crystal Simulations","year":2021,"lang":"en","type":"preprint","venue":"Physical Review Letters","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Academy of Finland; Natural Sciences and Engineering Research Council of Canada; Division of Materials Research; Canada Research Chairs; U.S. Department of Energy; National Science Foundation","keywords":"Materials science; Aluminium; Phase (matter); Temperature gradient; Micrometer; Amplitude; Lattice (music); Crystal (programming language); Orientation (vector space); Field (mathematics); Chemical physics; Composite material; Optics; Geometry; Chemistry; Physics","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":[0.0001673442,0.0003147331,0.0003180359,0.0002650197,0.0002493064,0.0004530952,0.0005181746,0.0005403628,0.001360037],"category_scores_gemma":[0.0005642319,0.0002062094,0.0002467085,0.0002657353,0.0003935722,0.0003396641,0.000199688,0.000396105,0.00008281512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000686591,"about_ca_system_score_gemma":0.0004725278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0096725,"about_ca_topic_score_gemma":0.00579158,"domain_scores_codex":[0.9999497,0.000008821473,0.000001987949,0.000006679964,0.00001672194,0.0000160831],"domain_scores_gemma":[0.9997537,0.0001405578,0.00003291653,0.00001721261,0.00003989854,0.00001581004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002140907,0.0001138594,0.002367339,0.0001590303,0.00003264448,0.000303117,0.0001342229,0.9379067,0.04995622,0.005286803,0.0004965374,0.003029377],"study_design_scores_gemma":[0.00006126145,0.00004100124,0.0007815461,0.000006450729,0.000004492795,0.00001270697,0.00002769265,0.9906914,0.007594517,0.0005828251,0.0001895845,0.000006508258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923615,0.0001692806,0.003066889,0.0001334879,0.00001225739,0.0000225742,0.0002391485,0.00009125127,0.003903403],"genre_scores_gemma":[0.9977489,0.0000972315,0.001600559,0.00001522785,0.000005413329,0.00001868938,0.0001187013,0.00002415982,0.0003710062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0096725,"threshold_uncertainty_score":0.01923239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05041217356217619,"score_gpt":0.3754611117894654,"score_spread":0.3250489382272892,"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."}}