{"id":"W4401954761","doi":"10.18280/mmep.110816","title":"Product Analysis of Safety Belt and Body Harness Coconut Sugar Climber: An Ergonomic, Durability, and Economic Feasibility Principle","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Industrial Automation and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Durability; Sugar; Product (mathematics); Pulp and paper industry; Business; Engineering; Forensic engineering; Food science; Chemistry; Materials science; Mathematics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007462307,0.0002170204,0.0005719624,0.0001796752,0.00004637153,0.0001336083,0.00006900164,0.0001069496,0.00001456862],"category_scores_gemma":[0.00002007681,0.0001986846,0.00006849173,0.0001455429,0.00004870441,0.0001866198,0.00003573887,0.0001719819,0.000002545126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006698145,"about_ca_system_score_gemma":0.00001472383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003591962,"about_ca_topic_score_gemma":0.00001013941,"domain_scores_codex":[0.9986969,0.00002463114,0.0006152794,0.0003572719,0.00008332218,0.0002226371],"domain_scores_gemma":[0.999413,0.0001424177,0.00003398009,0.0002539518,0.00002090385,0.0001357469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001177037,0.00003174697,0.0002549824,0.002026912,0.0003549793,5.950644e-7,0.0006672867,0.9796101,0.000770756,0.01542953,0.000001972602,0.0008393016],"study_design_scores_gemma":[0.000311727,0.00003401823,0.0003996259,0.0001512242,0.0002564143,0.000007562361,0.00002033022,0.9972375,0.0001207984,0.001064256,0.0001866132,0.0002099524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8828558,0.0008110959,0.1152683,0.0000405825,0.0001138828,0.0004275767,0.00003654808,0.0003313405,0.0001148634],"genre_scores_gemma":[0.9984508,0.0001129173,0.001268618,0.000001285191,0.00005405908,0.0000362137,0.00001673046,0.00003282663,0.00002661854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115595,"threshold_uncertainty_score":0.8102123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385126399815795,"score_gpt":0.2387591729505644,"score_spread":0.2149079089524065,"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."}}