{"id":"W4406534837","doi":"10.1016/0967-0653(93)95095-n","title":"10.1016/0967-0653(93)95095-n","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Linear alkylbenzene; Estuary; Environmental science; Environmental chemistry; Chromatography; Hydrology (agriculture); Chemistry; Geology; Oceanography; Pulmonary surfactant; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008916971,0.0001448328,0.0001287103,0.00001196223,0.0001061486,0.00002338384,0.0002708374,0.00005506042,0.9998199],"category_scores_gemma":[0.000007364316,0.0001398974,0.00008316128,0.0001933788,0.00009610505,0.0001213986,0.0001024436,0.00008933142,0.9990228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009580095,"about_ca_system_score_gemma":0.000001747527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000421445,"about_ca_topic_score_gemma":3.697419e-7,"domain_scores_codex":[0.9990001,0.00001974289,0.0001463247,0.0003208524,0.0002482329,0.0002647477],"domain_scores_gemma":[0.9994585,0.00001611133,0.00002325515,0.0003076837,9.547761e-7,0.0001934827],"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":[0.00004334524,0.0001734317,0.00001945445,0.000004467978,0.000026293,0.00001612798,0.00002717745,0.003210441,0.007740252,9.734983e-8,0.2166183,0.7721206],"study_design_scores_gemma":[0.0001002922,0.00003606012,0.0002131515,0.000004383255,0.00002224972,0.000005224313,0.000001563404,0.0001525156,0.004694094,0.000006503913,0.9945704,0.0001935485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01107369,0.00001331591,7.071671e-7,0.0001599839,3.782286e-7,0.00006191175,0.00001010735,0.00005208336,0.9886279],"genre_scores_gemma":[0.003626105,4.563236e-7,0.0001382753,0.00007755034,0.00004800573,0.00001133632,0.00002429992,0.0000149484,0.996059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7779521,"threshold_uncertainty_score":0.5704849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002690884046041828,"score_gpt":0.1422955067962975,"score_spread":0.1396046227502556,"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."}}