{"id":"W4404014528","doi":"10.2118/222210-ms","title":"A Breakthrough Sulfur Dust &amp; Granulate Cleaning by UAE Made Robot","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Robot; Sulfur; Computer science; Environmental science; Pulp and paper industry; Waste management; Engineering; Materials science; Metallurgy; Artificial intelligence","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":[0.0002716592,0.0003910998,0.0004837942,0.0003971476,0.0004228467,0.0004121788,0.0006018823,0.0006268505,0.004716077],"category_scores_gemma":[0.0002757375,0.0001635558,0.0003148619,0.0001936519,0.0002441611,0.00036605,0.0004163597,0.0002988213,0.001454933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134422,"about_ca_system_score_gemma":0.0005862259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943039,"about_ca_topic_score_gemma":0.001645055,"domain_scores_codex":[0.9997479,0.00002941962,0.00001115152,0.00004549535,0.0001248871,0.00004109041],"domain_scores_gemma":[0.9998468,0.00001997431,0.00001640945,0.00003482402,0.0000577029,0.00002428251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007139865,0.0005331769,0.004928083,0.0007924298,0.00006727618,0.0007540114,0.0003844787,0.03418154,0.4281521,0.002906969,0.00946017,0.5171258],"study_design_scores_gemma":[0.0004236576,0.004969349,0.02261131,0.0001513398,0.0001412289,0.002057106,0.0006275284,0.4783393,0.3402619,0.001256311,0.1489493,0.0002116927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4882893,0.001103008,0.4601481,0.0007062147,0.0004844313,0.0007857992,0.0006477538,0.0151808,0.03265451],"genre_scores_gemma":[0.753856,0.0002576179,0.2211964,0.0001111009,0.00002721578,0.0002128459,0.0004675865,0.00007786541,0.02379332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004716077,"threshold_uncertainty_score":0.01577681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133016448620986,"score_gpt":0.2281832013657996,"score_spread":0.2168530368795898,"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."}}