{"id":"W2088812946","doi":"10.1179/037178405x53953","title":"Assessing longwall support-roof interaction from shield leg pressure data","year":2005,"lang":"en","type":"article","venue":"Mining Technology Transactions of the Institutions of Mining and Metallurgy Section A","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Roof; Longwall mining; Software; Process (computing); Set (abstract data type); Shield; Computer science; Engineering; Mining engineering; Civil engineering; Geology; Coal mining","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001380611,0.0006245048,0.0005753006,0.004865106,0.0004130022,0.001115567,0.0005865658,0.0006688161,0.001502362],"category_scores_gemma":[0.004042456,0.0002636402,0.0004111445,0.003317708,0.0002846026,0.0009700028,0.0008448505,0.000400975,0.0005388639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003550707,"about_ca_system_score_gemma":0.0005329387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005481364,"about_ca_topic_score_gemma":0.01247739,"domain_scores_codex":[0.9989229,0.0001598179,0.0001093329,0.000173796,0.000547875,0.00008623004],"domain_scores_gemma":[0.9970233,0.00147817,0.0004764163,0.000226931,0.0006213941,0.0001738539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008090567,0.0004028972,0.6988225,0.0003641381,0.0001873284,0.0006509372,0.001622237,0.06467015,0.06114779,0.0006627201,0.001528038,0.1691322],"study_design_scores_gemma":[0.00002975848,0.0004318262,0.6690438,0.00003583695,0.0000482606,0.00038242,0.0006258196,0.3052883,0.02124888,0.000532458,0.002241493,0.00009115392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595435,0.0000706438,0.03505221,0.00001997036,0.00000835205,0.0001330919,0.00233312,0.001051737,0.001787472],"genre_scores_gemma":[0.9686512,0.0000525667,0.02742982,0.000008000429,0.000006249248,0.00007810321,0.003300167,0.0000680714,0.0004057651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005481364,"threshold_uncertainty_score":0.01089889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991352563482349,"score_gpt":0.2679442540405342,"score_spread":0.2280307284057107,"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."}}