{"id":"W4390449475","doi":"10.35134/jitekin.v13i2.101","title":"From Corn to Cassava: Unveiling PLA Origins for Sustainable 3D Printing","year":2023,"lang":"en","type":"article","venue":"Jurnal Teknologi","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Sustainability; 3d printed; 3D printing; Business; Engineering; Geography; Biology; Ecology; Manufacturing engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007615112,0.0003330456,0.0002520317,0.001199757,0.001158592,0.004444008,0.0003978856,0.0008795011,0.003053711],"category_scores_gemma":[0.0009353631,0.0001974467,0.0003331603,0.001480519,0.001494265,0.002701256,0.001634244,0.001359328,0.0006154454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397239,"about_ca_system_score_gemma":0.001190653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605079,"about_ca_topic_score_gemma":0.00326087,"domain_scores_codex":[0.9996185,0.00008646258,0.00002492293,0.00007211092,0.0001452982,0.00005268357],"domain_scores_gemma":[0.9995752,0.0002712533,0.00004831739,0.00001513341,0.00006768509,0.0000225267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002339005,0.0000812767,0.004928985,0.005702429,0.00003650464,0.004452738,0.02534572,0.00221918,0.05878077,0.3735267,0.007849748,0.5168421],"study_design_scores_gemma":[0.000004158922,0.0001301079,0.003760818,0.001860508,0.00003712403,0.002594806,0.01298818,0.0008590549,0.02861069,0.04760946,0.9014783,0.000066717],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.204098,0.511759,0.03674968,0.01598756,0.001906833,0.00008329458,0.0001686033,0.0001218313,0.2291252],"genre_scores_gemma":[0.5420743,0.4022493,0.01613564,0.002159612,0.000425944,0.00007814664,0.0001242226,0.0001213657,0.03663134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004444008,"threshold_uncertainty_score":0.0102157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432244224031263,"score_gpt":0.2617296208594508,"score_spread":0.2374071786191382,"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."}}