{"id":"W4406513664","doi":"10.1016/s0967-0653(97)88327-5","title":"10.1016/s0967-0653(97)88327-5","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":"Turbidity; Estuary; Environmental science; Maxima; Hydrology (agriculture); Fishery; Oceanography; Animal science; Geology; Biology; Art; Geotechnical engineering","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":[0.00007981603,0.000107613,0.0001198436,0.00001833708,0.0001423411,0.00002174822,0.0001361424,0.00003106972,0.9998372],"category_scores_gemma":[0.000008148867,0.00008661883,0.00003599926,0.00008537639,0.00005855751,0.00008184683,0.00001097198,0.00005402726,0.9999011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004268277,"about_ca_system_score_gemma":0.000004437189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000425778,"about_ca_topic_score_gemma":0.000006299706,"domain_scores_codex":[0.9992888,0.00002123055,0.000112545,0.0001723578,0.0001679332,0.0002371199],"domain_scores_gemma":[0.9996933,0.00004190975,0.00001508195,0.0001241837,0.000002686484,0.000122871],"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":[0.00002835831,0.000008827372,0.00002594584,0.000001447222,0.00001015005,0.000003385799,0.00002378163,0.0004468035,1.291594e-7,6.590583e-8,0.04017518,0.9592759],"study_design_scores_gemma":[0.00009658586,0.0001202917,0.00186934,0.00000418926,0.000009028722,0.00000340678,0.000006091657,0.0005581889,0.000005820092,0.00001076845,0.9971855,0.0001308467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000855595,0.0002461719,9.290785e-7,0.0001899782,0.000001586048,0.00009243012,0.00002820325,0.00004221273,0.9985429],"genre_scores_gemma":[0.0006261145,0.000002490707,0.0001455966,0.00007991709,0.00008225787,0.000001299237,0.00003738012,0.000003304772,0.9990216],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9591451,"threshold_uncertainty_score":0.3532214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00772029124643399,"score_gpt":0.1442885809164208,"score_spread":0.1365682896699868,"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."}}