{"id":"W2949189916","doi":"10.25105/pakar.v0i0.4178","title":"DESAIN DAN PEMILIHAN BAHAN PADA HELM WAJAH TERBUKA DENGAN SISTEM AIRBAG DARI GFRP / EPP / NYLON","year":2019,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Pakar","topic":"Industrial Automation and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Air Canada","funders":"","keywords":"Airbag; Physics; Humanities; Art; Automotive engineering; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001599648,0.001001838,0.001165381,0.0003620855,0.0006011418,0.0004602324,0.0007812387,0.0009127204,0.0001358239],"category_scores_gemma":[0.0003080275,0.001018525,0.0005262463,0.0007210941,0.00008347895,0.0005390163,0.000265313,0.001214305,0.002081926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009189463,"about_ca_system_score_gemma":0.0002705748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094355,"about_ca_topic_score_gemma":0.00004166328,"domain_scores_codex":[0.9945019,0.0003692679,0.001427591,0.001090732,0.001284186,0.001326264],"domain_scores_gemma":[0.9970321,0.0008318256,0.000450339,0.0009144628,0.0002635205,0.0005077372],"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":[0.0003709983,0.0003624151,0.008298535,0.001840811,0.0006271386,0.0001374095,0.002732454,0.004038121,0.9545172,0.003212769,0.007862998,0.01599917],"study_design_scores_gemma":[0.009206336,0.001422162,0.01079273,0.010154,0.0006993992,0.0004814303,0.004657667,0.1893011,0.4529812,0.0001523318,0.3154999,0.004651668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749914,0.006593898,0.0007503896,0.0007184201,0.008121014,0.003381634,0.0001203671,0.001157615,0.004165209],"genre_scores_gemma":[0.9680514,0.0001322077,0.0003932639,0.0001781211,0.001459666,0.0001686314,0.0001491686,0.0002488527,0.02921871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.501536,"threshold_uncertainty_score":0.9992265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056817364267318,"score_gpt":0.2085522219916516,"score_spread":0.1979840483489784,"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."}}