{"id":"W3149478449","doi":"10.1002/jsde.12498","title":"Iron Binding in an Ethylenediaminetetracetic Acid‐Based Gemini Surfactant Monolayer Film","year":2021,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Argonne National Laboratory; Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Monolayer; Chemistry; Pulmonary surfactant; Ethylenediamine; Adsorption; Crystallography; Stoichiometry; Langmuir; Phase (matter); Inorganic chemistry; Analytical Chemistry (journal); Stereochemistry; Physical chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005031939,0.0003378269,0.0006688787,0.0001746325,0.0001037662,0.000176367,0.0002717957,0.0002600189,0.001092009],"category_scores_gemma":[0.0001474585,0.0002891836,0.000168983,0.0002943072,0.00003272539,0.0005263694,0.0000660713,0.0004788768,0.000009352204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155311,"about_ca_system_score_gemma":0.0002322715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003676292,"about_ca_topic_score_gemma":0.0001154559,"domain_scores_codex":[0.9972215,0.0001033393,0.001118562,0.0003843619,0.0006501129,0.0005221476],"domain_scores_gemma":[0.9982902,0.0001552545,0.000574716,0.0003351526,0.0002343646,0.0004103526],"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":[0.0001759869,0.0002461947,0.2985678,0.00009331134,0.00003908264,0.0006771174,0.0002441106,0.0001327643,0.6955922,0.000001126138,0.00002735668,0.004202996],"study_design_scores_gemma":[0.005675029,0.0004059896,0.1396591,0.0009898341,0.0001220332,0.0004521513,0.002662761,0.005212529,0.8414918,0.00005170184,0.002271327,0.001005732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966801,0.001808563,0.00001783333,0.00006067765,0.000675337,0.00005276562,0.00004814024,0.00001713168,0.0006394612],"genre_scores_gemma":[0.9985493,0.0004267084,0.0005148475,0.00006162655,0.0001279437,0.000001905657,0.000007400367,0.00004716666,0.0002630784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589087,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273513282638176,"score_gpt":0.2587406233617778,"score_spread":0.236005490535396,"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."}}