{"id":"W4386231390","doi":"10.53375/icmame.2023.354","title":"3D Printing of High Performance Electrodes for Electrochemical Cell","year":2023,"lang":"en","type":"article","venue":"","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"University of Alberta","keywords":"Electrode; Electrochemistry; Nanomaterials; Materials science; Nanotechnology; Electrochemical cell; Environmental science; Process engineering; Biochemical engineering; Computer science; Chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002167918,0.0003471829,0.0002952903,0.0003879703,0.0001903411,0.0009158323,0.000570617,0.001269276,0.0019235],"category_scores_gemma":[0.0005837962,0.0003685989,0.0006159401,0.0003736855,0.0002152488,0.000443497,0.0003180617,0.0007201288,0.00106456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149522,"about_ca_system_score_gemma":0.0001555642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002560089,"about_ca_topic_score_gemma":0.0005867828,"domain_scores_codex":[0.9996785,0.00001413684,0.00002369969,0.00006096893,0.0001952231,0.0000274852],"domain_scores_gemma":[0.9996805,0.00008745091,0.00004493339,0.00009536697,0.00007749177,0.00001430015],"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":[0.00002348092,0.00003628564,0.0002033811,0.0002025554,0.0000217268,0.0003576365,0.00003144066,0.006592914,0.974814,0.00114123,0.0007660023,0.01580941],"study_design_scores_gemma":[0.00001063543,0.00006337547,0.0009299814,0.00001203554,0.00001740758,0.000353952,0.00001345806,0.01526408,0.9730693,0.0004501924,0.009791945,0.00002369949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7029372,0.005043375,0.2498664,0.0008522907,0.001533846,0.0002198218,0.003978853,0.00305759,0.03251063],"genre_scores_gemma":[0.7993439,0.00154158,0.1885728,0.0002224053,0.00006468216,0.0001649343,0.001219189,0.0002404924,0.008630027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0019235,"threshold_uncertainty_score":0.006434739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005118820752337013,"score_gpt":0.1865998791496983,"score_spread":0.1814810583973613,"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."}}