{"id":"W7097175634","doi":"","title":"AT ECOLE DE TECHNOLOGIE SUPERIEUREACKNOWLEDGEMENTS","year":2008,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patience; Student life; Service (business); Engineering education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003551127,0.002025664,0.001865008,0.003229178,0.001541577,0.00608025,0.002078636,0.001140169,0.2895501],"category_scores_gemma":[0.01290201,0.0004273981,0.0007207944,0.002818973,0.0007343969,0.002670508,0.00381958,0.002437123,0.119171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354872,"about_ca_system_score_gemma":0.004787577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0181976,"about_ca_topic_score_gemma":0.008528499,"domain_scores_codex":[0.9943884,0.0008731181,0.0002349493,0.0009866004,0.00302436,0.0004926058],"domain_scores_gemma":[0.9867099,0.001807963,0.000553084,0.001314527,0.007897974,0.001716595],"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":[0.0005866973,0.0001718169,0.005105062,0.000463472,0.00004606619,0.0008464087,0.001654303,0.001662016,0.004745983,0.06134748,0.6021984,0.3211723],"study_design_scores_gemma":[0.00002370639,0.0000578253,0.002081136,0.000133548,0.000007172628,0.0001823601,0.000287236,0.001151254,0.001507715,0.003386638,0.9911505,0.0000308604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02955735,0.02260658,0.06224827,0.1091453,0.05299102,0.001202285,0.03796948,0.009292682,0.674987],"genre_scores_gemma":[0.0732003,0.007915362,0.0204586,0.002542248,0.00344763,0.0006165605,0.009991134,0.002079071,0.8797491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7104499,"threshold_uncertainty_score":0.9686416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054847165633787,"score_gpt":0.173167951540563,"score_spread":0.1626194798842251,"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."}}