{"id":"W2588978603","doi":"10.1021/acs.langmuir.6b03491","title":"Iron Oxide Surface Chemistry: Effect of Chemical Structure on Binding in Benzoic Acid and Catechol Derivatives","year":2017,"lang":"en","type":"article","venue":"Langmuir","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Ligand (biochemistry); Chemistry; Nanoparticle; Benzoic acid; Iron oxide nanoparticles; Iron oxide; Catechol; Carboxylic acid; Oxide; Combinatorial chemistry; Organic chemistry; Nanotechnology; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581623,0.0001706457,0.0001139271,0.00006312082,0.0001109966,0.0001986594,0.0001915518,0.0001753367,0.0007534954],"category_scores_gemma":[0.0003566723,0.0001145777,0.00008507941,0.00007521291,0.0001651859,0.0001716941,0.00009180635,0.000204463,0.0001762833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002750986,"about_ca_system_score_gemma":0.000125568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002116114,"about_ca_topic_score_gemma":0.003124633,"domain_scores_codex":[0.9998853,0.00002654485,0.000005905596,0.00002217952,0.00002793883,0.00003214326],"domain_scores_gemma":[0.9998538,0.00004658984,0.00003609321,0.000008360891,0.00002722189,0.00002792056],"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":[0.0001294931,0.00002002059,0.0002159399,0.00002616043,0.000004591208,0.00001425297,0.00001452605,0.0001460796,0.9987451,0.00003479165,0.00001823734,0.0006307135],"study_design_scores_gemma":[0.000006536471,0.0001776237,0.001646302,0.000002012775,0.000006859629,0.0000218467,0.00001228488,0.0009882054,0.9967334,0.000009193601,0.0003926413,0.000003062496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983658,0.0002934684,0.0005227625,0.00002527152,0.000004081153,0.000006887014,0.00003546817,0.000009094978,0.0007373037],"genre_scores_gemma":[0.9986435,0.0002305521,0.0005071263,0.00002008123,0.000001929381,0.000004781379,0.00004991176,0.000006646091,0.0005356094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002116114,"threshold_uncertainty_score":0.004207671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007858348788359133,"score_gpt":0.2527292551979777,"score_spread":0.2448709064096185,"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."}}