{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001503225,0.0008958565,0.001100956,0.0004875157,0.0003224725,0.0001747206,0.0003483026,0.001190037,0.0001606598],"category_scores_gemma":[0.00004967911,0.0009066217,0.0002043269,0.0004484493,0.0001092294,0.0003088287,0.0001149442,0.001780766,0.000008906151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829564,"about_ca_system_score_gemma":0.00002249563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001048237,"about_ca_topic_score_gemma":0.0004476086,"domain_scores_codex":[0.9969521,0.00009921853,0.001018092,0.0008611739,0.0005361591,0.0005332988],"domain_scores_gemma":[0.9987376,0.0001075383,0.000177598,0.0005181904,0.0001556689,0.0003033656],"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":[0.00008439682,0.00002443247,0.0008896476,0.00180769,0.0004433526,0.00004049508,0.00006877071,0.0000950721,0.9238963,0.002307934,0.00001650846,0.07032542],"study_design_scores_gemma":[0.00113396,0.0001847855,0.08176194,0.0006093004,0.002128812,0.0001045752,0.0003075695,0.0002048949,0.8958675,0.008260136,0.00775948,0.001677005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918693,0.002491586,9.549249e-7,0.000003651291,0.001061558,0.0006525174,0.002489807,0.0003039949,0.001126583],"genre_scores_gemma":[0.9941218,0.0001944142,0.000458083,0.00001250365,0.00009483333,0.00002821251,0.004690427,0.0002236657,0.0001760296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0808723,"threshold_uncertainty_score":0.9993384,"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."}}