{"id":"W4406386344","doi":"10.1016/0967-0653(94)92693-x","title":"10.1016/0967-0653(94)92693-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wetland; Ecosystem; Environmental science; Ecology; Physical geography; Oceanography; Geography; Geology; 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":[0.00007363536,0.0001063701,0.0001036739,0.00001276711,0.0001032862,0.0000669381,0.0003524068,0.00006061393,0.9954014],"category_scores_gemma":[0.00001154596,0.00003873694,0.00004910927,0.0002595685,0.00003200245,0.00008800356,0.0000918239,0.00005903675,0.9913437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008953095,"about_ca_system_score_gemma":8.303368e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004612891,"about_ca_topic_score_gemma":0.000002219922,"domain_scores_codex":[0.999311,0.00001528336,0.0001031725,0.0002086789,0.0001159019,0.0002459718],"domain_scores_gemma":[0.9998214,0.00002601942,0.00001668636,0.00006956145,0.00001457115,0.00005174217],"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":[0.00001287827,0.00002235099,7.246869e-7,8.953905e-7,0.000005296934,0.000002660749,0.000002068935,0.000001820462,0.0004470748,0.00000368476,0.1512742,0.8482263],"study_design_scores_gemma":[0.00004289743,0.0001754437,0.0005164208,0.000005037875,0.000005884491,9.803172e-7,0.000003312344,0.000009396154,0.000468976,0.00009504261,0.9985412,0.0001354204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02880522,0.00003090905,2.408121e-8,0.002012228,0.000001191211,0.000141167,0.000009327114,0.0004391825,0.9685608],"genre_scores_gemma":[0.00518072,5.585699e-7,0.00002794345,0.00004658911,0.00009909837,0.00001528414,0.00003101958,7.974317e-7,0.994598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8480909,"threshold_uncertainty_score":0.1579647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009343070797712629,"score_gpt":0.1481013592960862,"score_spread":0.1387582884983735,"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."}}