{"id":"W2581016740","doi":"10.1016/j.micron.2004.12.005","title":"","year":2005,"lang":"en","type":"article","venue":"Micron","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Adsorption; X-ray photoelectron spectroscopy; Bifunctional; Nuclear chemistry; Scanning electron microscope; Aqueous solution; Fourier transform infrared spectroscopy; Materials science; Thermogravimetric analysis; Ionic strength; Chemistry; Analytical Chemistry (journal); Chemical engineering; 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":[0.0001123139,0.000212933,0.0001628639,0.00001900715,0.0002504257,0.00008099478,0.0002853933,0.0001094745,0.001374456],"category_scores_gemma":[0.000024259,0.000220735,0.00008088289,0.00008184939,0.00006408243,0.0004145319,0.00004848492,0.0002547446,0.00002070712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659316,"about_ca_system_score_gemma":0.00002929139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001050766,"about_ca_topic_score_gemma":0.000009072861,"domain_scores_codex":[0.9987215,0.000006890591,0.0002704105,0.0003887018,0.0001614466,0.000451098],"domain_scores_gemma":[0.999385,0.00004346063,0.0001085851,0.0003069041,0.00003879758,0.0001172716],"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":[0.00006442409,0.00009801171,0.006322766,0.00009891861,0.00002448642,0.000004955908,0.0004689566,0.00006812489,0.9166177,0.000009833922,0.0002788123,0.07594303],"study_design_scores_gemma":[0.0007706835,0.000005023645,0.000178936,0.00004154413,0.00001516955,0.00003909351,0.0002484851,0.0001248441,0.8902633,0.00003980822,0.1080204,0.0002527384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760279,0.0008206301,0.0002130158,0.001293925,0.00001679833,0.00001998672,0.000008534656,0.0001730285,0.02142618],"genre_scores_gemma":[0.9937482,0.00002146986,0.002381087,0.0003610555,0.0008557941,0.00001532265,0.00003710186,0.0000223919,0.002557523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077415,"threshold_uncertainty_score":0.9995384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008038707267253297,"score_gpt":0.2324286900322025,"score_spread":0.2243899827649492,"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."}}