{"id":"W4231637136","doi":"10.1504/ijmpt.2019.102938","title":"Mechanical capabilities of semi-rigid thermoplastics ABS and PLA from 3D printing","year":2019,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Materials science; Ultimate tensile strength; Acrylonitrile butadiene styrene; Composite material; Bending; Shore durometer; Polylactic acid; 3D printing; Young's modulus; Tensile testing; Polymer","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":[0.0001945863,0.0001032433,0.0002538833,0.0001809504,0.0000128064,0.0000263154,0.0002328372,0.000106684,0.00007560196],"category_scores_gemma":[0.0002083779,0.00008436202,0.0000185986,0.00002925899,0.0001093633,0.00006828757,0.0001563519,0.0001595355,0.000003048485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001542145,"about_ca_system_score_gemma":0.00000816581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006785823,"about_ca_topic_score_gemma":7.338751e-7,"domain_scores_codex":[0.9993122,0.00001068506,0.0003508651,0.0001177872,0.0001106124,0.00009786463],"domain_scores_gemma":[0.9994833,0.00009708442,0.0001716106,0.0001151616,0.0001191399,0.00001374015],"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":[0.00008018574,0.00002629482,0.003423606,0.0001305731,0.0003368992,0.00001751496,0.0002108961,0.0003185724,0.9595789,0.01039575,0.00008800163,0.02539277],"study_design_scores_gemma":[0.0002443783,0.00006357557,0.002328946,0.0001500552,0.00001321939,0.0001182158,0.0001737743,0.0001010756,0.9741198,0.02146292,0.001133712,0.00009026428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975738,0.0003346083,0.000479559,0.0004553442,0.0008873648,0.00005442183,0.00004497616,0.0000985873,0.00007133863],"genre_scores_gemma":[0.9952142,0.0003450866,0.004275326,0.000005549374,0.0001268903,0.000001430244,0.000001923513,0.00001227541,0.00001729079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253025,"threshold_uncertainty_score":0.3440183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006424112115697826,"score_gpt":0.2076551731463599,"score_spread":0.2012310610306621,"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."}}