{"id":"W2962717792","doi":"","title":"Validation of Electrical Conductivity Method to Assess Static Stability of SCC","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Stability (learning theory); Electrical resistivity and conductivity; Conductivity; Materials science; Computer science; Electrical engineering; Engineering; Physics; Machine learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055223,0.0005102608,0.0003218297,0.001410062,0.0003973049,0.0006899655,0.0008723746,0.0008500374,0.002008958],"category_scores_gemma":[0.002717783,0.0002365295,0.0002466666,0.000605376,0.0005174815,0.0005291452,0.0004618909,0.0003491196,0.0007219053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572234,"about_ca_system_score_gemma":0.0004736297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111668,"about_ca_topic_score_gemma":0.001733781,"domain_scores_codex":[0.9987105,0.0001510469,0.00006987325,0.0002187402,0.00080082,0.00004903601],"domain_scores_gemma":[0.996837,0.0008489589,0.0001844813,0.0004482193,0.001615464,0.00006593303],"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":[0.0004221525,0.0001530893,0.01324731,0.0002374721,0.00004037864,0.0001783083,0.0002979898,0.008272896,0.9094219,0.0007932208,0.0006047987,0.06633057],"study_design_scores_gemma":[0.00001693152,0.0004951004,0.01185693,0.00002715058,0.00004419672,0.0002569498,0.0001846613,0.06060441,0.9225993,0.0003465174,0.003532415,0.00003537228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8028394,0.001550279,0.1838825,0.0001317689,0.0003165048,0.0002282396,0.0007809334,0.001302425,0.008967935],"genre_scores_gemma":[0.9837608,0.0002357004,0.01367358,0.00002724234,0.0000161639,0.00005688489,0.0001481253,0.00004578604,0.002035683],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002008958,"threshold_uncertainty_score":0.006720603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390992820130827,"score_gpt":0.2885662906365999,"score_spread":0.2494670086235172,"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."}}