{"id":"W4406517050","doi":"10.1016/s0967-0653(97)80846-0","title":"10.1016/s0967-0653(97)80846-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wetland; Environmental science; Hydrology (agriculture); Geology; Ecology; Geotechnical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009600556,0.002299632,0.00152174,0.002677548,0.001923747,0.003676428,0.002953103,0.004570882,0.987386],"category_scores_gemma":[0.00161252,0.0008184158,0.001262472,0.00284232,0.001619021,0.004674393,0.002644852,0.002224267,0.9911256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045383,"about_ca_system_score_gemma":0.001087618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004646272,"about_ca_topic_score_gemma":0.003314708,"domain_scores_codex":[0.9994072,0.00004135099,0.00004619279,0.000205252,0.0001731823,0.0001267585],"domain_scores_gemma":[0.9981087,0.0004530745,0.0001261137,0.0002449917,0.0004792173,0.0005877891],"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":[0.0002917573,0.0001673925,0.0006203678,0.000510666,0.00003266992,0.0001849662,0.0001042987,0.0005031459,0.00193973,0.005267546,0.3656583,0.6247192],"study_design_scores_gemma":[0.00003555998,0.00008590645,0.0004661597,0.0002278437,0.00001120338,0.0002203788,0.00009041863,0.0002196051,0.0002893382,0.0005320808,0.997804,0.00001750578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004235806,0.0003767397,0.000973712,0.0003682367,0.0003125824,0.0001056706,0.0006312157,0.0008703142,0.9959379],"genre_scores_gemma":[0.000606911,0.0001773873,0.0003728738,0.0001460038,0.00004885116,0.00004990548,0.0003112828,0.0001602156,0.9981264],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01261401,"threshold_uncertainty_score":0.01799226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00467307355422878,"score_gpt":0.1396918748895807,"score_spread":0.1350188013353519,"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."}}