{"id":"W2383048447","doi":"","title":"Controlled perimeter blasting method for tunnel driving with advance canopy support","year":2011,"lang":"en","type":"article","venue":"Journal of Liaoning Technical University","topic":"Blasting Impact and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Perimeter; Rock blasting; Explosive material; Geotechnical engineering; Engineering; Structural engineering; Geology; Mining engineering; Geometry; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051053,0.0001429241,0.0004716996,0.0002057921,0.0001079472,0.00001702001,0.0002526871,0.00007885738,0.00004873977],"category_scores_gemma":[0.0002067192,0.0001166713,0.0002474289,0.0002306449,0.00003844542,0.0002802352,0.00003365463,0.0003144076,9.499252e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222041,"about_ca_system_score_gemma":0.00005661478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007296203,"about_ca_topic_score_gemma":0.0000176393,"domain_scores_codex":[0.9991831,0.00003257696,0.0002764231,0.0001031129,0.0001530116,0.0002518445],"domain_scores_gemma":[0.9990309,0.0002981271,0.0002309874,0.0001159992,0.000176869,0.0001471268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01566528,0.00130071,0.1316961,0.0007674827,0.009138585,0.002808742,0.007093066,0.1522184,0.6302217,0.004571576,0.009783022,0.03473532],"study_design_scores_gemma":[0.09027694,0.01608764,0.1063174,0.005106376,0.01387503,0.003952038,0.008363429,0.5751064,0.1248766,0.002130973,0.04743095,0.006476166],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.124909,0.00002369861,0.8713535,0.00003513806,0.00009001356,0.00009487789,0.000002771499,0.0001266143,0.003364342],"genre_scores_gemma":[0.7055606,0.000006474764,0.2942075,0.00001036245,0.00005499442,2.259863e-7,3.14941e-7,0.00001587556,0.000143652],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5806516,"threshold_uncertainty_score":0.4757716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411484665336335,"score_gpt":0.2226217949498382,"score_spread":0.2085069482964749,"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."}}