{"id":"W3161440536","doi":"10.1201/9781003205906-15","title":"Determining the required underground grout pack production profile for narrow tabular mining operations","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cooke Aquaculture (Canada)","funders":"","keywords":"Grout; Production (economics); Mining engineering; Petroleum engineering; Computer science; Engineering; Geology; Geotechnical engineering; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002130877,0.0003170907,0.0003122906,0.0000743485,0.0002356464,0.0001794382,0.000193811,0.0002951979,0.0002379367],"category_scores_gemma":[0.00006370474,0.0002818343,0.0001464958,0.00002351966,0.00004051084,0.0001812411,0.00005760578,0.0002163756,0.00002160994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542848,"about_ca_system_score_gemma":0.00005284306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000264136,"about_ca_topic_score_gemma":0.0001261859,"domain_scores_codex":[0.9988686,0.000006305498,0.0004076384,0.000376525,0.00008563261,0.0002553148],"domain_scores_gemma":[0.9992056,0.00007207628,0.00006338328,0.0005137037,0.00009861946,0.00004663343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001745305,0.00005006881,0.00007189492,0.001305706,0.001000229,0.00001751285,0.002988035,0.03974525,0.001807314,0.4195403,0.5027598,0.03069643],"study_design_scores_gemma":[0.0004846112,0.0002057719,0.00001825227,0.0005998636,0.0003158322,0.00005083003,0.0007022215,0.1503257,0.003852629,0.004952662,0.8371516,0.001340037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01185956,0.001160879,0.04835086,0.0007561367,0.003749049,0.003580644,0.000157165,0.002284558,0.9281011],"genre_scores_gemma":[0.02510019,0.0002541007,0.07687521,0.0001557546,0.001478588,0.0005220899,0.0007854009,0.0003774195,0.8944513],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4145876,"threshold_uncertainty_score":0.9999634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03893707049877005,"score_gpt":0.2302815373303465,"score_spread":0.1913444668315764,"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."}}