{"id":"W4410069505","doi":"10.3390/appliedchem5020009","title":"Exploring the Roles of Chelating/Fuel Agents in Shaping the Properties of Copper Ferrites","year":2025,"lang":"en","type":"article","venue":"AppliedChem","topic":"Magnetic Properties and Synthesis of Ferrites","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Copper; Chelation; Materials science; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006486573,0.0001151351,0.0002242861,0.00004494314,0.00009138743,0.00003641642,0.0006805884,0.00002999144,0.00006761374],"category_scores_gemma":[0.0001631024,0.00005782083,0.00005080078,0.0001530764,0.0003102653,0.00008898225,0.0003203615,0.00008940634,0.000009123433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001493989,"about_ca_system_score_gemma":0.00003685047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002226538,"about_ca_topic_score_gemma":0.00009235514,"domain_scores_codex":[0.9989771,0.00005115235,0.000390126,0.0001769226,0.0002071426,0.000197502],"domain_scores_gemma":[0.9992328,0.0001572928,0.0001049449,0.0004477657,0.00004330095,0.00001389246],"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":[0.00003877585,0.00004377075,0.001003253,0.0002166062,0.000009394141,2.088561e-7,0.002473209,0.00004200952,0.9834797,0.003229319,0.0001452204,0.009318468],"study_design_scores_gemma":[0.0001365478,0.00001284534,0.003876357,0.0003056696,0.00001341553,3.764189e-7,0.002839185,0.0006021304,0.9903468,0.0004276145,0.00136361,0.00007540456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882653,0.003460237,0.000007493242,0.001127691,0.00007746724,0.0002681811,0.00000208122,0.00001653509,0.006775003],"genre_scores_gemma":[0.9990416,0.0002148371,0.0002388719,0.0001435174,0.00002129368,0.0001409524,2.706624e-7,0.000007876917,0.0001908489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077622,"threshold_uncertainty_score":0.2357865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469264479759206,"score_gpt":0.2626675888414498,"score_spread":0.1157411408655292,"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."}}