{"id":"W3184204964","doi":"10.2139/ssrn.3873984","title":"Isotropic Corrosion Performance of the Newly Developed L-PBF-A205 Aluminum Alloy","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Fredericton; University of New Brunswick; Memorial University of Newfoundland","funders":"","keywords":"Alloy; Isotropy; Corrosion; Aluminium; Materials science; Metallurgy; Composite material; Physics; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002306566,0.0001275911,0.0001559682,0.00002716988,0.0001342484,0.00003297755,0.0002166632,0.00005221571,0.0001359837],"category_scores_gemma":[0.00003075514,0.00009151835,0.00006173626,0.000123024,0.00002787083,0.0001180281,0.00004956974,0.0006033952,0.00001482493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001978045,"about_ca_system_score_gemma":0.0006987799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004652534,"about_ca_topic_score_gemma":0.0001277129,"domain_scores_codex":[0.9986739,0.0000344331,0.000227653,0.00009481428,0.0001672862,0.0008019362],"domain_scores_gemma":[0.9996511,0.00002174566,0.00007443568,0.0001322173,0.00008858887,0.00003186944],"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":[0.0002543658,0.0001982041,0.01994168,0.001116271,0.0006771741,0.00003367804,0.001604855,0.06068154,0.7790158,0.01788537,0.003683264,0.1149078],"study_design_scores_gemma":[0.000933655,0.0002011092,0.01976649,0.0002361083,0.00006755502,0.0007964284,0.0005518383,0.001409456,0.944903,0.007673313,0.02302197,0.0004390746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948737,0.001314971,0.002440257,0.0001141339,0.0006144967,0.00004385385,0.00000411016,0.00003453541,0.0005599687],"genre_scores_gemma":[0.9933915,0.005143808,0.0001511537,0.00003459131,0.0001782658,0.000002360807,0.000003555964,0.00002457751,0.00107023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658872,"threshold_uncertainty_score":0.373201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006651559326290334,"score_gpt":0.1919294809237649,"score_spread":0.1852779215974745,"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."}}