{"id":"W6960269392","doi":"10.13272/j.issn.1671-251x.18242","title":"Progress in high-efficiency and energy-saving technologies for large-scale intelligent equipment in coal mines","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Coal mining; Electrification; Intrinsic safety; Hoist (device); Electrical equipment; Battery (electricity); Electronic stability control; Automation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004349847,0.0003341849,0.0002444297,0.0007724384,0.0002261604,0.0007603937,0.0005711431,0.0004088976,0.001911774],"category_scores_gemma":[0.0002858241,0.0001518272,0.0003734339,0.0009161351,0.000282864,0.001443913,0.0004787231,0.0004765672,0.0005833994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567289,"about_ca_system_score_gemma":0.000472301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004692233,"about_ca_topic_score_gemma":0.0005224643,"domain_scores_codex":[0.9997645,0.00002304342,0.00001354229,0.00004039605,0.0001334302,0.00002497743],"domain_scores_gemma":[0.999786,0.00004887137,0.00003080689,0.00002349434,0.00009634202,0.00001462243],"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":[0.0001288219,0.0002845194,0.004353454,0.002030385,0.00005239918,0.0003714905,0.0003298136,0.009199337,0.1549637,0.0350185,0.006150788,0.7871167],"study_design_scores_gemma":[0.00007353893,0.001356485,0.01848207,0.0007274948,0.0001835032,0.00153361,0.0007755606,0.06811639,0.2710261,0.02042258,0.6171918,0.0001108979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.2987365,0.2008175,0.3787913,0.00398359,0.0007522959,0.0002253949,0.0002537388,0.00114998,0.1152897],"genre_scores_gemma":[0.7796199,0.0931882,0.108379,0.0004715112,0.0004105677,0.00007282582,0.0004309295,0.000101526,0.01732545],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001911774,"threshold_uncertainty_score":0.006395459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07322034528802493,"score_gpt":0.4564255010697295,"score_spread":0.3832051557817046,"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."}}