{"id":"W3115485218","doi":"10.1109/pesgm41954.2020.9281862","title":"Electrochemical Method on the Optimum Cathodic Protection Potential of Grounding Grid in High Resistivity Soil","year":2020,"lang":"en","type":"article","venue":"","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Cathodic protection; Ground; Soil resistivity; Corrosion; Grid; Polarization (electrochemistry); Materials science; Electrical engineering; Electrochemistry; Electrical resistivity and conductivity; Electrical impedance; Dielectric spectroscopy; Engineering; Composite material; Chemistry; Geology; Electrode","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":[0.000338695,0.0005705078,0.0003349801,0.0003938597,0.0002537196,0.0002970961,0.0004564847,0.0005235499,0.001018818],"category_scores_gemma":[0.0004973981,0.0002433015,0.0002222063,0.0007544477,0.0002362847,0.0004654468,0.0002528339,0.0007801277,0.0003950779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754019,"about_ca_system_score_gemma":0.0002437689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007405995,"about_ca_topic_score_gemma":0.00149541,"domain_scores_codex":[0.9993955,0.00009272622,0.00004593443,0.0001818796,0.0002456186,0.00003829318],"domain_scores_gemma":[0.9996823,0.00007112929,0.00004293011,0.00002751552,0.0001565166,0.00001968782],"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":[0.00003959134,0.00002527499,0.0005618884,0.0002555967,0.000009634956,0.00007954564,0.00007792968,0.0001118188,0.9861653,0.0002023429,0.0001546,0.01231637],"study_design_scores_gemma":[0.00001504623,0.0002692938,0.003454473,0.0000189675,0.00003303813,0.0004572362,0.0001092467,0.002027585,0.9898062,0.000185935,0.003605893,0.00001701704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6226796,0.01123052,0.3532432,0.0007317765,0.0004215778,0.0002695667,0.001345929,0.0007150454,0.009362827],"genre_scores_gemma":[0.8602747,0.005894508,0.1289205,0.0002334104,0.00005920497,0.0002482279,0.000550356,0.00003662019,0.003782495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001018818,"threshold_uncertainty_score":0.003408313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461781899723263,"score_gpt":0.2249092988796163,"score_spread":0.2102914798823837,"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."}}