{"id":"W4406477428","doi":"10.1016/s0967-0653(97)88540-7","title":"10.1016/s0967-0653(97)88540-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bay; Nutrient; Environmental science; Oceanography; Hydrology (agriculture); Geology; Ecology; Biology","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":[0.0001376784,0.00009729306,0.0001067892,0.00001308317,0.0001164015,0.00002230312,0.0002251503,0.0000471737,0.9998387],"category_scores_gemma":[0.000009009466,0.00008514734,0.00004351758,0.0001311035,0.0000425975,0.0001036763,0.0001042859,0.00005518975,0.9999568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007866996,"about_ca_system_score_gemma":0.000003469764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003639353,"about_ca_topic_score_gemma":0.000003999351,"domain_scores_codex":[0.9992262,0.00002630203,0.000111096,0.0002173072,0.0002025481,0.0002165617],"domain_scores_gemma":[0.9996062,0.00001649622,0.00002302426,0.0002090502,0.000003084135,0.0001421373],"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":[0.00001944744,0.00003597659,0.000008021141,0.000001778062,0.000004933593,0.000005152533,0.00002657621,0.00006541414,0.00001396199,1.445062e-7,0.2232359,0.7765827],"study_design_scores_gemma":[0.0001188241,0.00007146199,0.0001401273,0.000004728452,0.000008111623,0.000003501103,0.000002102212,0.0002562073,0.00005209375,0.000003924223,0.9992071,0.0001317707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00314985,0.000007141758,0.000001137538,0.0001568083,0.000001255408,0.0001417357,0.00001560213,0.00005321257,0.9964733],"genre_scores_gemma":[0.0004443081,1.022671e-7,0.0001454702,0.00004862844,0.00003974881,0.00000338274,0.000005842298,0.000005697016,0.9993068],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7764509,"threshold_uncertainty_score":0.3472207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006882053317477642,"score_gpt":0.1489209751770373,"score_spread":0.1420389218595597,"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."}}