{"id":"W2032724377","doi":"10.1115/imece2007-42921","title":"Effect of Thermal and Stress Fields on the Microstructure of a Thin Wall Built Using Laser Solid Freeform Fabrication Process","year":2007,"lang":"en","type":"article","venue":"","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Materials science; Microstructure; Fabrication; Delamination (geology); Stress (linguistics); Temperature gradient; Composite material; Thermal; Layer (electronics); Laser; Substrate (aquarium); Stress field; Optics; Structural engineering; Finite element method","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":[0.0001357436,0.0001847862,0.0001755585,0.0001557682,0.0001589054,0.0002164235,0.0001434095,0.0001887717,0.0005050248],"category_scores_gemma":[0.0002639005,0.0002617243,0.0001870879,0.0001108526,0.0002468167,0.0001418289,0.0001414073,0.0001492085,0.00006981583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534227,"about_ca_system_score_gemma":0.000192613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009375075,"about_ca_topic_score_gemma":0.001894882,"domain_scores_codex":[0.9999013,0.000006998535,0.000004885709,0.00001591237,0.00004783712,0.00002314128],"domain_scores_gemma":[0.9996773,0.00007100213,0.0001369454,0.00003853253,0.00005026625,0.00002601588],"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":[0.00003937244,0.000006839628,0.0007546367,0.00001675093,0.000003920531,0.00006702654,0.00002819613,0.001736464,0.9960295,0.00003568971,0.000009645652,0.001271942],"study_design_scores_gemma":[0.000008043574,0.0004733078,0.02167166,0.000004498022,0.00001473359,0.0001579414,0.00003704793,0.008320902,0.9689649,0.00002373948,0.000312765,0.00001036879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987185,0.00004440954,0.001033878,0.000004061573,0.000001995086,0.000002278682,0.00001482595,0.00001467949,0.0001653912],"genre_scores_gemma":[0.9980654,0.00004155887,0.001582568,0.000002799466,9.806921e-7,0.000002538739,0.00002185527,0.00000504264,0.0002771898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009375075,"threshold_uncertainty_score":0.001864135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007570206841703475,"score_gpt":0.2442220201804491,"score_spread":0.2366518133387456,"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."}}