{"id":"W2084037037","doi":"10.1007/s10706-014-9742-y","title":"Geotechnical Risk Assessment of Mine Development Intersections with Respect to Mining Sequence","year":2014,"lang":"en","type":"article","venue":"Geotechnical and Geological Engineering","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Haulage; Stoping; Engineering; Intersection (aeronautics); Mining engineering; Geotechnical engineering; Roof; Hydrogeology; Stability (learning theory); Civil engineering; Structural engineering; Computer science; Transport engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000458142,0.00035309,0.0005712576,0.0002606601,0.0000815673,0.00002832731,0.000278142,0.0002560813,0.00002803835],"category_scores_gemma":[0.0003889489,0.0002789686,0.00009632076,0.0006613635,0.00009366995,0.0000689421,0.0001840857,0.000643676,0.000005835959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006798265,"about_ca_system_score_gemma":0.00001460624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002515259,"about_ca_topic_score_gemma":0.000008563598,"domain_scores_codex":[0.9981685,0.00002670592,0.0005538486,0.0004410686,0.0002913747,0.0005185033],"domain_scores_gemma":[0.9989129,0.000278885,0.00005192624,0.0003685677,0.00006395938,0.0003237961],"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":[0.000007922723,0.00003626271,0.0003006474,0.00006243744,0.00006180692,0.000006634379,0.00002035547,0.9890422,0.003691639,0.0005944602,0.00001969624,0.006155977],"study_design_scores_gemma":[0.0003337458,0.0003889712,0.0240148,0.0001717421,0.00005825691,0.00004258618,0.00001617255,0.9670897,0.0009936017,0.00005532214,0.006357387,0.000477747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5111362,0.0000408922,0.4877255,0.0001057074,0.00003708755,0.0001116195,0.000004041532,0.0006932192,0.000145761],"genre_scores_gemma":[0.9387754,0.00003788804,0.06096745,0.00002956737,0.00004911448,0.00007484343,0.00000625685,0.00003374295,0.00002572368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4276392,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091548708766716,"score_gpt":0.2205526498831739,"score_spread":0.2096371627955068,"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."}}