{"id":"W4411617309","doi":"10.51847/ardn1bw","title":"10.51847/Ardn1bw","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hexavalent chromium; Environmental remediation; Indigenous; Reduction (mathematics); Chromium; Bacteria; Environmental science; Environmental chemistry; Chemistry; Materials science; Biology; Metallurgy; Ecology; Contamination; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008547869,0.001787082,0.0007983844,0.002613017,0.00109646,0.003113768,0.001756334,0.003367002,0.9592306],"category_scores_gemma":[0.001151741,0.0006109637,0.0007567234,0.001722321,0.0007869952,0.002157001,0.002371882,0.001808752,0.9708354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166531,"about_ca_system_score_gemma":0.0006614635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180178,"about_ca_topic_score_gemma":0.002731272,"domain_scores_codex":[0.9993885,0.00004267136,0.00005324736,0.0002171509,0.0001911464,0.0001073001],"domain_scores_gemma":[0.9989059,0.0001879036,0.00006469391,0.000231652,0.0003268677,0.0002830436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003193009,0.0004734487,0.00140525,0.0003778743,0.00002872914,0.0003124462,0.0001192171,0.0004275457,0.01107402,0.005249744,0.1565915,0.8236209],"study_design_scores_gemma":[0.00005946015,0.00008065806,0.001351091,0.0001850498,0.0000161696,0.0004627523,0.00009430944,0.0004153858,0.002044144,0.0009447918,0.9943278,0.00001840739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002366392,0.0009314136,0.004282604,0.000877141,0.0007689898,0.0001629625,0.002784806,0.003327076,0.9844987],"genre_scores_gemma":[0.004258382,0.0003491873,0.001914192,0.0003706626,0.00007876305,0.00006297649,0.002334106,0.0004427854,0.990189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0407694,"threshold_uncertainty_score":0.05815262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002940186170814461,"score_gpt":0.1581903666085676,"score_spread":0.1552501804377532,"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."}}