{"id":"W4391782314","doi":"10.53555/sfs.v10i1s.2152","title":"Phytoremediation: A Way Forward Towards Heavy Metal Management","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phytoremediation; Heavy metals; Environmental science; Business; Environmental planning; Environmental chemistry; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001354731,0.0008574242,0.001020078,0.001230457,0.0006378237,0.002785667,0.001431581,0.00262443,0.003641713],"category_scores_gemma":[0.0005958499,0.0003199982,0.0009476136,0.001040234,0.001973033,0.003058924,0.001483529,0.00339996,0.001950754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328924,"about_ca_system_score_gemma":0.002490331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691164,"about_ca_topic_score_gemma":0.003421697,"domain_scores_codex":[0.9994314,0.0001214491,0.00002999372,0.0001369505,0.0002202074,0.00005995566],"domain_scores_gemma":[0.999341,0.0001271805,0.00009442422,0.00006517847,0.0002400611,0.0001322125],"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":[0.0002666865,0.0006349375,0.003246346,0.005752327,0.0001686554,0.0005878964,0.0007796514,0.002106834,0.19072,0.03444801,0.02653732,0.7347512],"study_design_scores_gemma":[0.00007673947,0.001347712,0.004909555,0.001397171,0.0001810031,0.001378434,0.0009777118,0.003784644,0.07821098,0.02832456,0.8792764,0.0001350545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03905275,0.616382,0.2109346,0.101819,0.003556773,0.0003870933,0.0004371021,0.002075863,0.02535479],"genre_scores_gemma":[0.141528,0.5461519,0.2600417,0.02083512,0.00130765,0.0002460565,0.0005334473,0.0001936508,0.02916252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003641713,"threshold_uncertainty_score":0.01218277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258483366029547,"score_gpt":0.261786129483893,"score_spread":0.1359377928809383,"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."}}