{"id":"W4404408275","doi":"10.1016/j.engfailanal.2024.109085","title":"Experiment research on the control method of automatically retained entry by roof cutting pressure relief within thick hard main roof longwall top coal caving panel","year":2024,"lang":"en","type":"article","venue":"Engineering Failure Analysis","topic":"Geomechanics and Mining Engineering","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Roof; Longwall mining; Coal; Mining engineering; Engineering; Geology; Structural engineering; Geotechnical engineering; Coal mining; Waste management","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":[0.000368028,0.0003209965,0.0003352869,0.0002552251,0.0004460404,0.0003535612,0.0008099457,0.000438742,0.002067195],"category_scores_gemma":[0.0005622553,0.000216114,0.0002726569,0.0001279492,0.0004228312,0.0004906866,0.0002761324,0.0003453023,0.0001342957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504446,"about_ca_system_score_gemma":0.0002553921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048001,"about_ca_topic_score_gemma":0.0008045959,"domain_scores_codex":[0.9996492,0.00003332673,0.00001332094,0.0001106983,0.0001321944,0.00006127619],"domain_scores_gemma":[0.9995283,0.0001370363,0.00004363759,0.00009377563,0.0001515275,0.00004574628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001152303,0.0003792662,0.004157201,0.0002649728,0.00003088537,0.0002612399,0.0004661691,0.01416176,0.935784,0.0006706813,0.0005367838,0.04213472],"study_design_scores_gemma":[0.0002629991,0.004900183,0.03879946,0.00002299113,0.0001641233,0.0003819603,0.0007157089,0.3054933,0.6456785,0.0004549078,0.00298966,0.0001361411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411651,0.0001208573,0.05667853,0.00005293835,0.00007792024,0.00007119071,0.00003889465,0.0004304502,0.001364052],"genre_scores_gemma":[0.9958403,0.00002690547,0.00353239,0.000007952756,0.000007944327,0.00001487841,0.00001215967,0.00001127789,0.0005462333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002067195,"threshold_uncertainty_score":0.00691551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172733013143463,"score_gpt":0.2663096324050013,"score_spread":0.249036331090655,"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."}}