{"id":"W3181048644","doi":"10.82308/26291","title":"Numerical modelling study of rock support system for deep mine haulage drift","year":2010,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Geomechanics and Mining Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Haulage; Geology; Mining engineering; Geotechnical engineering; Computer science; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005658059,0.0004150494,0.0005754595,0.0002376465,0.0002382543,0.00003369351,0.0004300624,0.0002560058,0.00003144739],"category_scores_gemma":[0.0000889889,0.0004507409,0.0001834869,0.0003143906,0.000007239757,0.0002661766,0.00008523471,0.0006603202,0.00003448621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158135,"about_ca_system_score_gemma":0.000008261891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005852352,"about_ca_topic_score_gemma":0.00007095759,"domain_scores_codex":[0.9978253,0.000026404,0.0006919155,0.0004687611,0.0003694614,0.0006181433],"domain_scores_gemma":[0.9987261,0.0001227488,0.0001102384,0.0006140645,0.0001689061,0.0002579725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002460495,0.0002050168,0.00002139011,0.000488632,0.0001640311,0.00002818137,0.00002688575,0.8912005,0.09080809,0.01194361,0.000002362245,0.005086727],"study_design_scores_gemma":[0.001819764,0.0004645619,0.00003083045,0.00008834423,0.0001472899,0.00005494474,0.0004158835,0.9118436,0.07527768,0.0003796124,0.008666191,0.0008112793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989588,0.00002733358,0.004949486,0.000001569546,0.001467773,0.000720455,0.0001422661,0.0006503,0.002452816],"genre_scores_gemma":[0.9939317,0.00000395608,0.005522272,0.000007493173,0.00005419844,0.0001561537,0.00002409085,0.0001889654,0.0001111502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02064314,"threshold_uncertainty_score":0.9997944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274014269923954,"score_gpt":0.1998778921080595,"score_spread":0.1871377494088199,"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."}}