{"id":"W4406531202","doi":"10.1016/0967-0653(95)99619-3","title":"10.1016/0967-0653(95)99619-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chesapeake bay; Term (time); Eutrophication; Environmental science; Oceanography; Geology; Ecology; Estuary; Biology; Nutrient; Physics","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":[0.00007587742,0.0001055672,0.0001177109,0.00001411574,0.000139625,0.00002070578,0.0001338752,0.0000303893,0.9996711],"category_scores_gemma":[0.000007754505,0.00008504372,0.000035,0.00008455497,0.00005649646,0.00007901982,0.00001046474,0.00005258744,0.9992969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004252133,"about_ca_system_score_gemma":0.000004398158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004475715,"about_ca_topic_score_gemma":0.000005915026,"domain_scores_codex":[0.9992993,0.00002076853,0.0001110783,0.0001702316,0.0001657836,0.0002327834],"domain_scores_gemma":[0.9996991,0.00004045709,0.00001478834,0.0001222987,0.000002574044,0.0001207821],"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":[0.00002381174,0.000009042235,0.00007243372,0.000001476862,0.0000102091,0.000003363735,0.00002337924,0.0005032812,4.17314e-7,6.683498e-8,0.1427672,0.8565853],"study_design_scores_gemma":[0.00008599848,0.0001106979,0.007639362,0.000004131324,0.000009084832,0.000003705048,0.000005753239,0.0008249307,0.000005416165,0.00000963809,0.9911728,0.0001285106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003258193,0.0003094526,8.132586e-7,0.0001579486,0.000001676498,0.00009961423,0.00003125375,0.00004256482,0.9960985],"genre_scores_gemma":[0.001964136,0.000003075583,0.0001407749,0.00008162251,0.00008065812,0.000001420823,0.00004189404,0.000003269811,0.9976832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8564568,"threshold_uncertainty_score":0.3467982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006555837856845267,"score_gpt":0.1417459465337486,"score_spread":0.1351901086769033,"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."}}