{"id":"W4406383845","doi":"10.1016/s0967-0653(97)80020-8","title":"10.1016/s0967-0653(97)80020-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Integrated Water Resources Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Satellite; Oceanography; Geology; Environmental science; 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":[0.0001483404,0.0001683204,0.0001236681,0.00003797648,0.00009288637,0.00006022541,0.0004370167,0.00004777874,0.9998629],"category_scores_gemma":[0.000008999191,0.0001464628,0.00005324327,0.0002539476,0.00006850956,0.0001194842,0.000170398,0.0001114518,0.9999654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476512,"about_ca_system_score_gemma":0.000002184847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002425018,"about_ca_topic_score_gemma":0.000001538357,"domain_scores_codex":[0.9987587,0.00004329091,0.0001680391,0.0003367116,0.0003136212,0.0003796625],"domain_scores_gemma":[0.9994313,0.00001105591,0.00002519684,0.0003731586,0.000004190314,0.0001550747],"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":[0.00003542258,0.00004454159,4.224594e-7,0.00000168874,0.000008964841,0.0000114997,0.0000515475,0.001716719,0.00001684331,3.599982e-7,0.1829406,0.8151714],"study_design_scores_gemma":[0.0001478162,0.0001066423,0.00002116776,0.000007694011,0.00001160923,0.000003334881,0.000002243886,0.0006582147,0.0002614365,0.00001112663,0.9985669,0.0002017732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009004456,0.000006775466,0.000002331705,0.0002940521,0.000001284562,0.0002598492,0.000004852995,0.0001306767,0.9983997],"genre_scores_gemma":[0.000171655,1.16383e-7,0.0002016579,0.0001413498,0.00004379939,0.00002721768,0.00001083175,0.00002569178,0.9993777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8156263,"threshold_uncertainty_score":0.5972579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004941189058435863,"score_gpt":0.1544729745678528,"score_spread":0.1495317855094169,"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."}}