{"id":"W7133071312","doi":"","title":"Chemical heterogeneity of proton and metal complexation by bacterial cell and bacteriogenic iron oxide surfaces","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada; Thailand Science Research and Innovation","keywords":"Metal; Reactivity (psychology); Sorption; Proton; Ferrihydrite; Ligand (biochemistry); Proton affinity; Bacillus subtilis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001658315,0.0001746144,0.0001382044,0.0001711172,0.0001108011,0.0002107775,0.0002348065,0.0002434514,0.0004315251],"category_scores_gemma":[0.0003285937,0.0001178801,0.0001341019,0.00009690911,0.0001511569,0.0001492233,0.0001536462,0.0001703056,0.00009545177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847788,"about_ca_system_score_gemma":0.00009469259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151169,"about_ca_topic_score_gemma":0.001134995,"domain_scores_codex":[0.9998444,0.00002137763,0.000004762272,0.00003782905,0.00006370221,0.00002786704],"domain_scores_gemma":[0.9999182,0.00003403393,0.00001559198,0.000005316309,0.00001946978,0.000007332399],"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":[0.0000318578,0.000005702162,0.0007521742,0.00001597955,0.000003353951,0.00001555674,0.00001775521,0.0002813232,0.9980012,0.00004969372,0.000007028041,0.00081839],"study_design_scores_gemma":[0.000003139387,0.0000770072,0.007662545,0.000001762364,0.000006538068,0.00005068431,0.00004915828,0.009487302,0.9822038,0.00006236494,0.0003900219,0.000005511941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947554,0.0001679481,0.004617578,0.0000138157,0.000002251953,0.000007211248,0.00006195371,0.00001600219,0.0003578014],"genre_scores_gemma":[0.9969218,0.0001180417,0.002338295,0.000008827473,0.000001620457,0.00001061794,0.0001352905,0.000008545859,0.0004568484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151169,"threshold_uncertainty_score":0.003005803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199052014904846,"score_gpt":0.2763910963346481,"score_spread":0.2644005761855996,"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."}}