{"id":"W1971638518","doi":"10.1002/pen.20322","title":"Study on squeezing flow during nonisothermal embossing of polymer microstructures","year":2005,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Materials science; Embossing; Flow (mathematics); Composite material; Polymer; Substrate (aquarium); Die (integrated circuit); Mechanics; Nanotechnology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002934615,0.0001847942,0.0003039206,0.0001816279,0.0002205773,0.0003811051,0.0002650913,0.0002052978,0.0006388635],"category_scores_gemma":[0.0009246304,0.00019618,0.0002333233,0.0001051821,0.0005117111,0.0004210049,0.0001578593,0.0002066188,0.00006655074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003885966,"about_ca_system_score_gemma":0.0003266478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123919,"about_ca_topic_score_gemma":0.0007658172,"domain_scores_codex":[0.9998931,0.00001522059,0.000004081568,0.00001797592,0.00004288817,0.00002676606],"domain_scores_gemma":[0.9995201,0.0002673721,0.0001008413,0.00004488023,0.0000418323,0.00002503852],"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":[0.0002506239,0.000113544,0.003918693,0.0001620351,0.00002731429,0.0003614787,0.0002714685,0.08014473,0.900294,0.002781638,0.00009224324,0.01158218],"study_design_scores_gemma":[0.00006933827,0.0006769824,0.01286792,0.00001472256,0.00003816925,0.0001930329,0.00008922598,0.5982757,0.3860937,0.0004761277,0.001167628,0.00003751805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891636,0.0001606715,0.009990211,0.00002652196,0.000005656542,0.00001424619,0.00001948057,0.00004904687,0.0005706488],"genre_scores_gemma":[0.9970717,0.00006477935,0.002594845,0.00000445607,0.000002224681,0.000006794676,0.00001724736,0.00001003382,0.0002278349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001123919,"threshold_uncertainty_score":0.002819479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005318686637914212,"score_gpt":0.219217388397499,"score_spread":0.2138987017595848,"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."}}