{"id":"W4403878084","doi":"10.3390/engproc2024076047","title":"Optimization of Printing Parameters for Extrusion 3D Printing of Ceramic Clay","year":2024,"lang":"en","type":"article","venue":"","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Extrusion; 3D printing; Ceramic; Materials science; Three dimensional printing; Composite material","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":[0.0005742534,0.000509199,0.0003727875,0.0007984541,0.0001928408,0.0006738456,0.0002979835,0.00042749,0.001572739],"category_scores_gemma":[0.001040743,0.0002395432,0.0004196833,0.0006504602,0.0001752304,0.0004311222,0.0003019316,0.000510818,0.0005982507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927355,"about_ca_system_score_gemma":0.000179182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002555029,"about_ca_topic_score_gemma":0.0007000117,"domain_scores_codex":[0.9996479,0.00003544547,0.00005207266,0.00007340845,0.0001526866,0.00003857772],"domain_scores_gemma":[0.9995444,0.0001910681,0.0001066909,0.00003960019,0.00009624631,0.00002196625],"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":[0.00009462663,0.00004199447,0.0005085713,0.0003195511,0.00001234466,0.0001777896,0.00008440219,0.002260707,0.9849247,0.0001636047,0.0001385775,0.011273],"study_design_scores_gemma":[0.00001063112,0.0001502694,0.002209045,0.0000144724,0.00003018886,0.0001477047,0.0000322034,0.00397506,0.9907786,0.00004744667,0.002579891,0.00002451034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939411,0.00182847,0.05203476,0.0000753661,0.00007562667,0.0001632114,0.0006269295,0.0006434271,0.005141155],"genre_scores_gemma":[0.9389458,0.001294091,0.05716058,0.00004191863,0.00001416432,0.0001536018,0.0004691938,0.0002556238,0.001665013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001572739,"threshold_uncertainty_score":0.005261302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675818284883689,"score_gpt":0.2346578333032044,"score_spread":0.2178996504543675,"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."}}