{"id":"W1884978248","doi":"10.14288/1.0102562","title":"Guidelines for Mine Haul Road Design","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Geomechanics and Mining Engineering","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Construction engineering; Transport engineering; Engineering; Computer science","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":[0.000150334,0.00003782847,0.00015474,0.00003423056,0.00006341999,0.00003712601,0.0001898624,0.00009242421,0.00004389809],"category_scores_gemma":[0.0000557556,0.0001434055,0.0000746849,0.0001002964,0.00002300679,0.0001043163,0.00002915211,0.00009505326,0.000006882087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001299781,"about_ca_system_score_gemma":0.00001638216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005331914,"about_ca_topic_score_gemma":0.04157198,"domain_scores_codex":[0.9994858,0.000003000696,0.00009293101,0.0001475169,0.0000831324,0.0001876501],"domain_scores_gemma":[0.9995207,0.00002336236,0.00002384304,0.0001658391,0.0001933339,0.00007296682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003470691,0.00002633588,0.00009467053,0.0001467895,0.00006031418,0.0000301802,0.0000753885,0.009924355,0.0387577,0.000007163022,0.04315789,0.9077157],"study_design_scores_gemma":[0.002846256,0.0001902533,0.2991243,0.0002704464,0.0001203311,0.0001484497,0.0006618433,0.6602352,0.0002127655,0.0007648649,0.03442742,0.0009978261],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8374048,0.000100368,0.1611258,0.00003747446,0.0005493931,0.0001851724,0.00007095034,0.0002146681,0.0003113663],"genre_scores_gemma":[0.9527801,0.00003923299,0.04644839,0.00001112053,0.00006308679,0.000001237936,0.00001128983,0.00002554358,0.0006200312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9067179,"threshold_uncertainty_score":0.9759169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201837818836795,"score_gpt":0.1864701471590784,"score_spread":0.1662863652753989,"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."}}