{"id":"W4413176985","doi":"10.3390/app15168897","title":"Variability and Trends in Selected Seismological Parameters During Longwall Mining of a Coal Seam Disrupted by a Rockburst","year":2025,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Coal mining; Mining engineering; Geology; Longwall mining; Coal; Geography; Archaeology","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":[0.0002500556,0.0001459903,0.0001789733,0.0009479726,0.0001609574,0.0002864163,0.0001396925,0.0002618508,0.0003452904],"category_scores_gemma":[0.0008313978,0.00008714676,0.0001160228,0.000805907,0.0002075013,0.0002050036,0.0003178074,0.0001463974,0.0000971179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419381,"about_ca_system_score_gemma":0.0001197905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002915426,"about_ca_topic_score_gemma":0.004840443,"domain_scores_codex":[0.9998869,0.0000122165,0.00001631573,0.0000330291,0.00003091396,0.00002069184],"domain_scores_gemma":[0.9995454,0.00009458316,0.000183815,0.00003641498,0.00009380952,0.00004591937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000220096,0.00005086084,0.9670001,0.00003506329,0.00006192057,0.0004237707,0.0008268259,0.002189782,0.01750067,0.0001086137,0.0001202678,0.01146195],"study_design_scores_gemma":[0.000001247874,0.00003777969,0.9977925,0.000003349369,0.000008341141,0.00009109103,0.0002421646,0.001328119,0.0003680754,0.00001870631,0.0001052119,0.000003416876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995968,0.00001891917,0.0001304271,0.000004882078,6.590008e-7,0.000001860673,0.00009345403,0.00000353383,0.0001494425],"genre_scores_gemma":[0.9996622,0.00001754639,0.00009154528,9.814371e-7,0.000001711271,0.00000231987,0.0001580625,0.000001096124,0.00006454992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002915426,"threshold_uncertainty_score":0.005796969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105607499491522,"score_gpt":0.2309365690337371,"score_spread":0.2198804940388219,"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."}}