{"id":"W3109173727","doi":"10.1063/5.0028386","title":"Mathematical modeling of sintering of two cylinders in fused filament fabrication","year":2020,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Coalescence (physics); Sintering; Cylinder; Materials science; Fabrication; Planar; Mechanics; SPHERES; Protein filament; Ellipse; Isothermal process; Surface tension; Flow (mathematics); Composite material; Geometry; Physics; Mathematics; Computer science; Thermodynamics","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":[0.0005246463,0.0006210465,0.0006701541,0.0008171721,0.0006245423,0.001043368,0.001500059,0.002098779,0.00187899],"category_scores_gemma":[0.0008613483,0.0004613888,0.0009893888,0.0006163298,0.0009417891,0.001159897,0.0006385046,0.000724641,0.000510534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487763,"about_ca_system_score_gemma":0.0008632775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006404783,"about_ca_topic_score_gemma":0.002689758,"domain_scores_codex":[0.9997447,0.00003212499,0.00001582236,0.00004452246,0.0001287614,0.00003410646],"domain_scores_gemma":[0.9997155,0.0001142382,0.00005897724,0.00002279757,0.00007133818,0.0000171099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002587701,0.00002401886,0.0002466696,0.00008954218,0.0000111996,0.0002894062,0.0001553552,0.895973,0.008398147,0.09050664,0.000420636,0.003859482],"study_design_scores_gemma":[0.000003131655,0.000008720122,0.00005538564,0.000004581197,0.000002615797,0.00003752108,0.000007481869,0.9953989,0.0006004537,0.003166049,0.0007091651,0.000006002358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06237639,0.001577211,0.8950589,0.0005056026,0.0001467422,0.000113791,0.0002773179,0.0003379153,0.03960619],"genre_scores_gemma":[0.8386261,0.002577935,0.1206912,0.0001571368,0.00009023299,0.0003684718,0.000313911,0.0001496307,0.03702547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006404783,"threshold_uncertainty_score":0.01273501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04701285531023532,"score_gpt":0.2489561768449142,"score_spread":0.2019433215346789,"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."}}