{"id":"W2031712812","doi":"10.1065/espr2007.08.448","title":"Humic substances","year":2007,"lang":"en","type":"review","venue":"Environmental Science and Pollution Research","topic":"Humic Substances and Bio-Organic Studies","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Fish <Actinopterygii>; Pollutant; Aquaculture; Heavy metals; Damages; Biochemical engineering; Toxicology; Biology; Ecology; Environmental chemistry; Chemistry; Fishery; Political 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003333088,0.0002373906,0.0004493382,0.00009529824,0.001553817,0.0001457492,0.0006170855,0.0001675515,0.0007463915],"category_scores_gemma":[0.00006206716,0.00008388378,0.0001022204,0.001579644,0.002685583,0.0001728895,0.0003838717,0.0004303315,0.0002977465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003911684,"about_ca_system_score_gemma":0.00005996606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007750993,"about_ca_topic_score_gemma":0.0001637484,"domain_scores_codex":[0.996565,0.0001388866,0.0003092466,0.0006957595,0.001453374,0.0008377407],"domain_scores_gemma":[0.9993459,0.0002126302,0.00009287978,0.00009524769,0.00002574933,0.0002275811],"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":[0.000002098837,0.0000271832,0.00002948418,0.00006838767,0.000006296228,0.000004277205,0.00004791495,4.026833e-9,0.001269956,0.00008362706,0.0004557711,0.998005],"study_design_scores_gemma":[0.0000291173,0.0001038944,0.001296361,0.0003414789,0.00001461504,0.00001707185,0.0008538819,5.025634e-7,0.00005902175,0.00004116454,0.997036,0.0002068342],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0091414,0.9881052,1.166852e-7,0.0001401689,0.0001472175,0.0004121381,0.00008094776,0.00002154045,0.001951204],"genre_scores_gemma":[0.02008325,0.9786548,0.000008849369,0.00004953224,0.0003285396,0.00002306801,0.00002119613,0.000001548007,0.0008292309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9977981,"threshold_uncertainty_score":0.999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1981209488317751,"score_gpt":0.3980263066326452,"score_spread":0.19990535780087,"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."}}