{"id":"W2097335648","doi":"10.1080/17480930.2015.1086551","title":"Application of vibration analysis of mining shovels for diggability assessment in open-pit operations","year":2015,"lang":"en","type":"article","venue":"International Journal of Mining Reclamation and Environment","topic":"Belt Conveyor Systems Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Shovel; Rope; Boom; Engineering; Vibration; Condition monitoring; Forensic engineering; Construction engineering; Mechanical engineering; Electrical engineering","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":[0.000843489,0.00007969771,0.000257424,0.0003550494,0.00001066548,0.00003140267,0.0001829972,0.00004512479,0.00001214599],"category_scores_gemma":[0.0000753547,0.00008196455,0.00005466437,0.0001258673,0.00001710501,0.0003290419,0.00003689986,0.00005617823,2.000764e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002615108,"about_ca_system_score_gemma":0.00003491497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001983616,"about_ca_topic_score_gemma":0.0000293859,"domain_scores_codex":[0.9987818,0.00002924279,0.0007612943,0.00008973655,0.0002767573,0.00006117565],"domain_scores_gemma":[0.9994117,0.0001079328,0.0002268884,0.00009568894,0.0001126939,0.00004507914],"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":[0.00001955489,0.00005407834,0.01724798,0.00002609479,0.0003312197,3.240667e-7,0.00250239,0.9543341,0.01623102,0.0002555997,0.00002373662,0.008973877],"study_design_scores_gemma":[0.0008181719,0.00006639774,0.09689289,0.00006773511,0.0001008124,0.000003438327,0.001258833,0.8969865,0.003474934,0.00002972642,0.0002182137,0.00008230158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6419197,0.00004713578,0.3575353,0.0001000744,0.000134477,0.0001407589,0.00001238099,0.000003873983,0.0001062444],"genre_scores_gemma":[0.9664139,0.00003256975,0.03344105,0.000006480081,0.00003305641,0.00002841576,0.00002845491,0.000008719167,0.000007367771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3244941,"threshold_uncertainty_score":0.3342417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713503847755258,"score_gpt":0.2878550841085118,"score_spread":0.2607200456309592,"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."}}