{"id":"W4406497786","doi":"10.1016/0967-0653(96)86781-0","title":"10.1016/0967-0653(96)86781-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Sediment; Current (fluid); Toxicity; Environmental science; Environmental chemistry; Geology; Chemistry; Oceanography; Biology; Ecology; Geomorphology","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":[0.001156478,0.002469594,0.001651256,0.002485956,0.002299728,0.003393121,0.003099306,0.004715452,0.9889978],"category_scores_gemma":[0.001758522,0.0009608297,0.001463083,0.002169737,0.001922321,0.004627587,0.002856299,0.002400992,0.9920832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009700794,"about_ca_system_score_gemma":0.0008646976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005383524,"about_ca_topic_score_gemma":0.004582584,"domain_scores_codex":[0.9994017,0.00004449746,0.00005254806,0.0002024654,0.0001631429,0.0001357182],"domain_scores_gemma":[0.9975553,0.0006248082,0.0001248538,0.0002814841,0.0005689416,0.0008446588],"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":[0.0003777266,0.0002669044,0.0009499624,0.0005557514,0.0000396341,0.0002437996,0.0001160189,0.000422422,0.002387307,0.00374356,0.3612747,0.6296222],"study_design_scores_gemma":[0.00005166981,0.0001375466,0.0008956239,0.0003405456,0.00001566988,0.0003349528,0.0001399292,0.0001853299,0.0003745922,0.0005280103,0.9969721,0.00002414044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00045125,0.0003079653,0.0007250159,0.0003565467,0.0002728487,0.0001197697,0.0005695349,0.0007922917,0.9964048],"genre_scores_gemma":[0.0005691752,0.0001962652,0.0003794853,0.0002122641,0.0000698856,0.0000551247,0.0003324756,0.0001457127,0.9980397],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01100224,"threshold_uncertainty_score":0.01569337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008050605056720426,"score_gpt":0.1795976747686703,"score_spread":0.1715470697119499,"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."}}