{"id":"W4396776422","doi":"10.1016/j.jelechem.2024.118333","title":"Electrochemical selection of ferrous phosphide (FexP) as efficient catalyst for wastewater treatment: Performance and mechanism","year":2024,"lang":"en","type":"article","venue":"Journal of Electroanalytical Chemistry","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Chemistry; Phosphide; Electrochemistry; Mechanism (biology); Ferrous; Catalysis; Selection (genetic algorithm); Wastewater; Inorganic chemistry; Electrode; Waste management; Organic chemistry; Physical chemistry","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":[0.0001429614,0.0001936948,0.0002911908,0.00003922627,0.00005592821,0.00002897668,0.0001101053,0.00008735884,0.0002796713],"category_scores_gemma":[0.0000387862,0.0001413471,0.0001552305,0.000202852,0.00008388534,0.0001202142,0.00003010006,0.0001611293,0.00001176956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006344819,"about_ca_system_score_gemma":0.00005585564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005744556,"about_ca_topic_score_gemma":9.52131e-7,"domain_scores_codex":[0.9986948,0.000009733056,0.0004270481,0.0002622645,0.0002947403,0.0003113985],"domain_scores_gemma":[0.9994913,0.00007812947,0.0001366429,0.000106822,0.00003482231,0.0001523029],"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":[0.000220684,0.0001595331,0.0002212234,0.00006835977,0.0001657378,0.00001027497,0.0000824477,0.0003801573,0.9977877,0.00006629006,0.00004296101,0.0007946045],"study_design_scores_gemma":[0.0005411683,0.0007197563,0.00005088528,0.00003861048,0.0002863567,0.00055581,0.00001744,0.01792512,0.9782637,0.0008789636,0.0005946157,0.0001275163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960597,0.0002254572,0.002890273,0.0002347805,0.00002733723,0.0001258318,0.000003018222,0.00001695825,0.0004166331],"genre_scores_gemma":[0.9966892,0.00009052963,0.002029598,0.00001369235,0.00007684786,0.0000117499,0.000007865412,0.00002036712,0.001060176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01952397,"threshold_uncertainty_score":0.5763967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00548587995792227,"score_gpt":0.2317262556379475,"score_spread":0.2262403756800253,"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."}}