{"id":"W7030155232","doi":"","title":"Microstructure and Oxidation Behavior Comparison Between Vertical, Upskin and Unsupported Downskin of SS316L LPBF Dome Structure","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Microstructure; Dome (geology); Deformation (meteorology); Welding; Compression (physics)","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":[0.00007208779,0.0001316977,0.00009369201,0.0002590209,0.0001550241,0.0001992933,0.0001112991,0.0002145434,0.001200986],"category_scores_gemma":[0.0001907675,0.0001366682,0.0001100068,0.0001597036,0.0002026557,0.0001681975,0.0001006048,0.0002116774,0.0001722267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919557,"about_ca_system_score_gemma":0.00008124228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123603,"about_ca_topic_score_gemma":0.003031542,"domain_scores_codex":[0.9999279,0.000003836198,0.000004516638,0.00001936471,0.00002967055,0.00001467964],"domain_scores_gemma":[0.9998534,0.00002337456,0.00003827421,0.00001509152,0.00005057822,0.0000193127],"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":[0.00002589227,0.000003515328,0.000697271,0.00001160965,0.000001580848,0.00004370195,0.00003672664,0.0001262968,0.9981806,0.00002312466,0.0000164788,0.000833129],"study_design_scores_gemma":[0.000003870061,0.0001068296,0.03566971,0.000004357031,0.00001060461,0.0001640651,0.0001330886,0.001146622,0.9618429,0.0000215023,0.0008884607,0.000007976765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998714,0.00009782598,0.0005452186,0.000007739569,0.000003057726,0.000002266283,0.0001029311,0.00001932708,0.0005076102],"genre_scores_gemma":[0.997922,0.00006468636,0.0007375789,0.000008777948,9.805502e-7,0.00000480714,0.0001428231,0.00001171991,0.001106752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001200986,"threshold_uncertainty_score":0.004017651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00753393546860552,"score_gpt":0.2309920229421263,"score_spread":0.2234580874735208,"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."}}