{"id":"W1971546377","doi":"10.1088/0953-8984/17/43/019","title":"Ion irradiation induced reduction of Fe<sup>3+</sup>to Fe<sup>2+</sup>and Fe<sup>0</sup>in triethoxysilane films","year":2005,"lang":"en","type":"article","venue":"Journal of Physics Condensed Matter","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Irradiation; Materials science; Ion; Fluence; Analytical Chemistry (journal); Absorption spectroscopy; X-ray absorption spectroscopy; Radiochemistry; Nuclear chemistry; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004764267,0.0004102006,0.0007829811,0.0005895078,0.0001094566,0.0001420429,0.0002319687,0.000235877,0.0003838977],"category_scores_gemma":[0.00004417504,0.0004064349,0.0003532381,0.0006503834,0.00004356446,0.0009610032,0.00004321713,0.0008559854,0.000180633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002928383,"about_ca_system_score_gemma":0.00006611957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007192992,"about_ca_topic_score_gemma":0.000005697313,"domain_scores_codex":[0.9973726,0.0001416421,0.001184121,0.0003239529,0.0005388716,0.0004388502],"domain_scores_gemma":[0.9984967,0.0001410717,0.0004407686,0.0003658993,0.0003489261,0.0002065947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001138597,0.0001667757,0.0006460194,0.00009773771,0.000306967,0.00001179029,0.003694773,0.8072207,0.1723614,0.00002973798,0.009769303,0.00558097],"study_design_scores_gemma":[0.004326132,0.0004615081,0.004780194,0.0007531598,0.0006467749,0.0003637098,0.005522098,0.8329524,0.1429826,0.0008681872,0.00507274,0.001270414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954733,0.0001310573,0.001831137,0.001692011,0.0002333789,0.0002307649,0.00002680789,0.00004293381,0.0003385672],"genre_scores_gemma":[0.9962775,0.00008253213,0.001729164,0.0002627086,0.0009770172,0.00001125224,0.00002654886,0.00008227543,0.0005510022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02937877,"threshold_uncertainty_score":0.9998388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180710752989685,"score_gpt":0.239670374706376,"score_spread":0.2278632671764791,"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."}}