{"id":"W2949642536","doi":"10.3390/ma12121977","title":"Green Process for Industrial Waste Transformation into Super-Oxidizing Materials Named Alkali Metal Ferrates (VI)","year":2019,"lang":"en","type":"article","venue":"Materials","topic":"Pigment Synthesis and Properties","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"Fifth Framework Programme; Agence Nationale de la Recherche; European Commission","keywords":"Oxidizing agent; Alkali metal; Transformation (genetics); Waste management; Process (computing); Materials science; Metal; Metallurgy; Chemical engineering; Inorganic chemistry; Chemistry; Engineering; Organic chemistry; Computer science","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":[0.0006535404,0.0003073327,0.0006120274,0.00006551684,0.0001439446,0.0002702061,0.000296022,0.0002836197,0.006183184],"category_scores_gemma":[0.00007010375,0.0002451543,0.00008719307,0.00005413983,0.00003827795,0.0005532954,0.00004003965,0.00005839777,0.0001542567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006251185,"about_ca_system_score_gemma":0.0000560922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002184996,"about_ca_topic_score_gemma":0.000006750881,"domain_scores_codex":[0.9982853,0.00007450875,0.0006387107,0.0003362623,0.0002653586,0.0003998776],"domain_scores_gemma":[0.999311,0.00006463099,0.0002117491,0.0002680327,0.00007751683,0.00006705784],"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":[0.0005949026,0.00003429558,0.00003734293,0.001148941,0.00009099513,5.573268e-7,0.001667936,0.000006559545,0.9952272,0.00007899052,0.00009991712,0.001012384],"study_design_scores_gemma":[0.001220779,0.00006182801,0.000005026506,0.0002193278,0.00007501349,0.000003539823,0.00139024,0.00001585206,0.9909173,0.0005001808,0.005245778,0.0003451536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966301,0.00006871674,0.000008732728,0.000501291,0.0008941978,0.0006059167,0.0003158321,0.0001208999,0.0008543446],"genre_scores_gemma":[0.9969797,0.00001641907,0.00007137037,0.00005923415,0.0007392208,0.0003493751,0.0003737581,0.00005926555,0.001351718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006028927,"threshold_uncertainty_score":0.99971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099324858266337,"score_gpt":0.2636357688540968,"score_spread":0.2126425202714335,"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."}}