{"id":"W2385350289","doi":"","title":"Preparation of flower-like Co_3O_4 microspheres for adsorption of basic fuchsin from waste water","year":2014,"lang":"en","type":"article","venue":"Journal of Functional Biomaterials","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Adsorption; Materials science; Spinel; Scanning electron microscope; Microsphere; Fourier transform infrared spectroscopy; Chemical engineering; Infrared spectroscopy; Phase (matter); Nuclear chemistry; Analytical Chemistry (journal); Chromatography; Chemistry; Physical chemistry; Organic chemistry; Composite material; Metallurgy","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":[0.0008524371,0.00009799102,0.0003082772,0.00004570722,0.00004111165,0.00002479549,0.0001094694,0.00006653577,0.0009514945],"category_scores_gemma":[0.00004354966,0.00006603634,0.000174378,0.00005305425,0.00007502811,0.0002082899,0.00003325498,0.00001741718,0.00002744101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004703924,"about_ca_system_score_gemma":0.000008080768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000153066,"about_ca_topic_score_gemma":0.00000560406,"domain_scores_codex":[0.9985757,0.0001232842,0.0007317814,0.0001263632,0.000329692,0.0001131964],"domain_scores_gemma":[0.9991653,0.00007136809,0.0005166034,0.0001217984,0.00007948735,0.00004546729],"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":[0.0005493598,0.0000832461,0.001745872,0.00002377345,0.00007730287,1.30615e-7,0.0001565058,0.00194232,0.9935711,0.000004935082,0.00168756,0.0001579039],"study_design_scores_gemma":[0.0005420147,0.000258627,0.005355715,0.0000415979,0.00009615041,0.000003368774,0.0000530401,0.0001270159,0.9911146,0.0007709068,0.001561695,0.000075258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938926,0.00001493784,0.004680179,0.0001142718,0.00115258,0.00006609749,0.0000551058,0.000004617538,0.00001962269],"genre_scores_gemma":[0.9976182,0.000003749778,0.0016375,0.00001488389,0.0004921071,0.000002893822,0.00004302085,0.00000757347,0.0001800658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003725617,"threshold_uncertainty_score":0.9999618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861652108429674,"score_gpt":0.2591446667342247,"score_spread":0.240528145649928,"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."}}