{"id":"W6958381930","doi":"10.6084/m9.figshare.26711528","title":"Additional file 1 of Bioproduction of cerium-bearing magnetite and application to improve carbon-black supported platinum catalysts","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Platinum; Catalysis; Bioproduction; Magnetite","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001802773,0.001309511,0.001832515,0.002442668,0.00107939,0.001751492,0.002348876,0.001510058,0.9015751],"category_scores_gemma":[0.01597028,0.0008977105,0.001158095,0.003407088,0.0003410752,0.001896259,0.000928533,0.00116365,0.2655828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293815,"about_ca_system_score_gemma":0.001913835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004452675,"about_ca_topic_score_gemma":0.01180125,"domain_scores_codex":[0.9991147,0.0001142346,0.0001382099,0.0002495564,0.000253538,0.0001298325],"domain_scores_gemma":[0.9861875,0.01021395,0.0006350387,0.0008543897,0.001781089,0.0003281321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008125702,0.0005466483,0.001578641,0.0109834,0.0001138095,0.0001567669,0.00007723903,0.001428206,0.002142278,0.001708791,0.9603575,0.02009412],"study_design_scores_gemma":[0.006528089,0.0008841779,0.01500892,0.002883857,0.0002787823,0.0005276008,0.0003272055,0.004994084,0.01144987,0.01300059,0.9438602,0.0002565827],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003047472,0.00003957916,0.0005534787,0.00007876287,0.00005744807,0.0001217373,0.9966899,0.0003731962,0.001781108],"genre_scores_gemma":[0.008877163,0.0002451249,0.008078914,0.0004713539,0.00007996237,0.001802238,0.9681865,0.001046401,0.01121226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9015751,"threshold_uncertainty_score":0.1403911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006196746630749113,"score_gpt":0.225719740121761,"score_spread":0.2195229934910118,"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."}}