{"id":"W4391127822","doi":"10.61091/jcmcc117-07","title":"Equipment Asset Management and Equipment Health Based on Fuzzy Algorithm Evaluation Model","year":2023,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fuzzy logic; Asset management; Algorithm; Mathematics; Computer science; Business; Artificial intelligence; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002047745,0.0006708755,0.0006553102,0.001596796,0.0004702606,0.001962013,0.0009825844,0.0008878671,0.001693993],"category_scores_gemma":[0.003789236,0.0001940984,0.0007261446,0.001259448,0.0006654781,0.001948257,0.0007142162,0.000596559,0.0001934047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833369,"about_ca_system_score_gemma":0.001146875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0048959,"about_ca_topic_score_gemma":0.002802939,"domain_scores_codex":[0.9987214,0.0004907184,0.00005986738,0.0002010184,0.000414506,0.0001123636],"domain_scores_gemma":[0.9986678,0.0007344465,0.0001470142,0.00007491754,0.0003242485,0.00005145203],"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":[0.0000312195,0.00004182453,0.001412558,0.00004241771,0.00003687041,0.00005388718,0.00006997895,0.9129781,0.0008398591,0.05376624,0.0004801698,0.03024698],"study_design_scores_gemma":[0.000002431471,0.0000186403,0.0001784362,0.000005176648,0.00000668611,0.00001189951,0.000006631283,0.9922724,0.0001531895,0.007082656,0.0002576125,0.000004159255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03350602,0.0003755318,0.9588532,0.0002356744,0.00002336582,0.00005593329,0.00004993543,0.00008130613,0.006818963],"genre_scores_gemma":[0.8734455,0.0005262724,0.1220606,0.00005897336,0.00004092464,0.000157592,0.00009280502,0.0000232253,0.003594225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0048959,"threshold_uncertainty_score":0.01330203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855171572832239,"score_gpt":0.2717161077479521,"score_spread":0.2531643920196297,"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."}}