{"id":"W4387616233","doi":"10.3897/aca.6.e108135","title":"Surface reactivity of the iron and manganese-oxidizing bacterium Leptothrix cholodnii SP-6","year":2023,"lang":"en","type":"article","venue":"ARPHA Conference Abstracts","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Alberta","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Chemistry; Oxidizing agent; Adsorption; Aqueous solution; Extracellular polymeric substance; Manganese; Biomineralization; Chemical engineering; Bacteria; Biofilm; Biology; Organic 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002920277,0.0001216518,0.0001544775,0.00002241809,0.0001745494,0.00006034699,0.0002110352,0.00005981166,0.001021185],"category_scores_gemma":[0.00005294753,0.00008734994,0.00005430816,0.0002501228,0.0001782374,0.0002213763,0.00003072686,0.0001423234,0.000145915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001808612,"about_ca_system_score_gemma":0.00004077386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589246,"about_ca_topic_score_gemma":0.001071288,"domain_scores_codex":[0.9990964,0.00003790168,0.0001922855,0.0002341048,0.0001814901,0.000257821],"domain_scores_gemma":[0.9994301,0.0001078796,0.0001341255,0.0002256062,0.00003148992,0.00007077697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002263039,0.00002418628,0.7432436,0.0001020359,0.00003197049,0.00001842646,0.0006994861,0.002364223,0.2387018,0.00002933714,0.0002365167,0.01452579],"study_design_scores_gemma":[0.00009795074,0.0000180284,0.925381,0.00002764454,0.00001778893,0.00000689762,0.0004065368,0.0003779136,0.07277586,0.0002996315,0.0004878578,0.0001028627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927792,0.00005243366,0.000001017579,0.0004965633,0.0001073537,0.00006892889,0.00005302966,0.00002985344,0.00641164],"genre_scores_gemma":[0.9990829,0.00005387597,0.00003981166,0.00003102867,0.00002410414,3.714581e-7,0.0000647034,0.000002272639,0.0007009839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821374,"threshold_uncertainty_score":0.999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356190595535846,"score_gpt":0.22081611259897,"score_spread":0.1972542066436115,"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."}}