{"id":"W1960170676","doi":"10.24908/pceea.v0i0.3934","title":"DESIGN OF AN EXPERIMENTAL SYSTEM FOR WEAR ASSESSMENT OF SLURRY PUMPS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slurry; Instrumentation (computer programming); Process (computing); Process engineering; Engineering; Data acquisition; Mechanical engineering; Computer science; Environmental engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007332115,0.00008419411,0.0001666227,0.0001124363,0.00007176204,0.00002300421,0.0002550169,0.00006876318,0.00004255852],"category_scores_gemma":[0.0001850173,0.00007307094,0.00005174891,0.0001218081,0.00001791508,0.0002039237,0.00001501626,0.00004451653,0.000001350706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005942175,"about_ca_system_score_gemma":0.0004591332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005325425,"about_ca_topic_score_gemma":0.0001656227,"domain_scores_codex":[0.9992153,0.00001220354,0.0002828089,0.0001154809,0.0002197794,0.0001544272],"domain_scores_gemma":[0.999013,0.00002518832,0.0003814654,0.00007995361,0.0004094207,0.00009099202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007850012,0.00006780411,0.002074315,0.0003519888,0.00002219066,7.765182e-9,0.002620514,0.0002754069,0.9882668,0.005935267,0.0003372013,0.00004062687],"study_design_scores_gemma":[0.0001206882,0.00008421902,0.008632684,0.0001059796,0.00002983825,8.914596e-7,0.001420966,0.003329514,0.9859321,0.00004080993,0.0002048259,0.00009755066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968745,0.00005991871,0.0001714754,0.00006207745,0.0009350412,0.0004539838,0.00002663105,0.00002520192,0.001391248],"genre_scores_gemma":[0.9866698,8.797446e-7,0.01285267,0.00001341018,0.00004761005,0.00007082282,0.000002050566,0.00001579158,0.0003269888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268119,"threshold_uncertainty_score":0.8050486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812203875971572,"score_gpt":0.2382376245485083,"score_spread":0.2101155857887926,"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."}}