{"id":"W4406505807","doi":"10.1016/s0967-0653(98)81208-8","title":"10.1016/s0967-0653(98)81208-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Estuary; Manganese; Environmental science; Environmental chemistry; Oceanography; Chemistry; Geology; Metallurgy; Materials science","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":[0.001360175,0.003265377,0.002463388,0.002979797,0.002888375,0.004434575,0.004139207,0.006357356,0.990063],"category_scores_gemma":[0.00197413,0.001202019,0.001943477,0.002686937,0.002428079,0.006431514,0.003662266,0.003195568,0.9933421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204216,"about_ca_system_score_gemma":0.001119133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004564855,"about_ca_topic_score_gemma":0.003508203,"domain_scores_codex":[0.9992842,0.00004657813,0.00006390905,0.000266009,0.000180063,0.0001593166],"domain_scores_gemma":[0.9973391,0.0007113104,0.000171676,0.000286205,0.0006100946,0.0008816917],"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":[0.0004645396,0.0002418904,0.000835834,0.0007949715,0.00004522058,0.0002678045,0.0001447288,0.0004439327,0.001991796,0.005216483,0.401358,0.5881947],"study_design_scores_gemma":[0.00005964282,0.0001371821,0.000552464,0.0003933208,0.00001527071,0.000350481,0.0001241367,0.0001719846,0.0002686807,0.0005232759,0.9973788,0.00002468247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004441436,0.0005132779,0.000673079,0.000464817,0.0004112966,0.000123471,0.000650129,0.00085948,0.9958603],"genre_scores_gemma":[0.0004576286,0.0002392054,0.0003326544,0.0002379526,0.00008836894,0.00006610113,0.0002994742,0.0001381602,0.9981403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009936988,"threshold_uncertainty_score":0.01417392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006026363693123187,"score_gpt":0.172747024547478,"score_spread":0.1667206608543548,"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."}}