{"id":"W4389470582","doi":"10.1002/cjce.25152","title":"The impacts of post‐processing treatments done under reactive and non‐reactive atmospheres on the densification of binder jetting parts","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Centre de Recherche sur les Systèmes Polymères et Composites à Haute Performance","keywords":"Materials science; Sintering; Porosity; Composite material; Reactive material; Thermal; Glovebox; Oxide; Argon; Metallurgy; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002871986,0.0003010546,0.0002759894,0.0002628774,0.0001966047,0.0004344584,0.0002032941,0.0002574427,0.001258387],"category_scores_gemma":[0.000738329,0.0002462279,0.0002203056,0.0002847174,0.0003408247,0.0002956463,0.0001842133,0.0004561681,0.0002191153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000167588,"about_ca_system_score_gemma":0.0001195823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008338133,"about_ca_topic_score_gemma":0.002352475,"domain_scores_codex":[0.9996917,0.00002926622,0.00003391601,0.00006133786,0.0001331068,0.00005059961],"domain_scores_gemma":[0.9994578,0.0002031198,0.000127194,0.00005546683,0.0001306682,0.00002565331],"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":[0.0001016649,0.0000129846,0.000500496,0.00005756062,0.000008154021,0.00006007219,0.00007915749,0.0001877064,0.9964945,0.00002155974,0.00001866219,0.002457375],"study_design_scores_gemma":[0.000001513925,0.0001165685,0.004415963,0.000003367879,0.0000117456,0.00004375978,0.00005150152,0.0003547416,0.9946589,0.000006386827,0.0003302902,0.000005154405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979152,0.0003874229,0.001031777,0.00001050869,0.00001375281,0.000008132864,0.00008446948,0.00003493356,0.0005137367],"genre_scores_gemma":[0.9973403,0.0002574447,0.001566786,0.00001522392,0.000002708144,0.000009093376,0.0001010397,0.00003577474,0.000671603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001258387,"threshold_uncertainty_score":0.004209697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220627744980867,"score_gpt":0.2047198237729998,"score_spread":0.1925135463231911,"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."}}