{"id":"W4320492660","doi":"10.3390/mi14020429","title":"Effect of Red Mud Addition on Electrical and Magnetic Properties of Hemp-Derived-Biochar-Containing Epoxy Composites","year":2023,"lang":"en","type":"article","venue":"Micromachines","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biochar; Red mud; Materials science; Pyrolysis; Epoxy; Pyrolytic carbon; Carbothermic reaction; Composite material; Aluminium; Metal; Waste management; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000871394,0.0001110138,0.0001945676,0.0001321411,0.00002988546,0.000009149749,0.00004692818,0.000051752,0.00001017097],"category_scores_gemma":[0.00003393291,0.00008999727,0.00003328594,0.0002101213,0.00003134548,0.00003972784,0.00001650772,0.00006064523,0.000005561955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000885693,"about_ca_system_score_gemma":0.000003370754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001898065,"about_ca_topic_score_gemma":0.000004531078,"domain_scores_codex":[0.9994992,0.0000456592,0.0001634184,0.0001016822,0.00007265735,0.0001174043],"domain_scores_gemma":[0.9997614,0.00008490722,0.00002937747,0.00008342051,0.00001964548,0.00002123689],"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":[0.00007338431,0.000009330603,0.002268072,0.000284025,0.00001812389,0.000001964581,0.000164742,0.0004105323,0.9882901,0.00001156496,0.0002649045,0.008203225],"study_design_scores_gemma":[0.0003679292,0.0006384819,0.02333789,0.0001679458,0.00002266971,0.000006189672,0.0000081015,0.01856511,0.9567489,0.00001770174,0.00002974792,0.00008935061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971049,0.002407931,0.00002228173,0.00002474595,0.000042036,0.000147962,0.00001451442,0.0001338753,0.000101724],"genre_scores_gemma":[0.9996809,0.0001491374,0.00003653313,0.000005969607,0.00002430655,0.000009662025,0.00005690294,0.00002019341,0.00001633158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03154124,"threshold_uncertainty_score":0.3669982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006421637613067262,"score_gpt":0.2036775561171529,"score_spread":0.1972559185040856,"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."}}