{"id":"W4406543035","doi":"10.1016/0967-0653(95)90710-g","title":"10.1016/0967-0653(95)90710-g","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sediment; Oxygen; Oceanography; Environmental science; Oxygen pressure; Environmental chemistry; Profiling (computer programming); Clark electrode; Geology; Chemistry; Electrode; Geomorphology; Computer science","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":[0.0001879596,0.0001158569,0.0001309617,0.0000201539,0.0001044605,0.00004363392,0.0002484177,0.00004193844,0.9986219],"category_scores_gemma":[0.00001207085,0.0001045814,0.00007176896,0.0002399525,0.0000499235,0.0001018467,0.00007077598,0.00007312834,0.9991471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006528231,"about_ca_system_score_gemma":0.00000262739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004005689,"about_ca_topic_score_gemma":2.415325e-7,"domain_scores_codex":[0.9990082,0.00005155233,0.0001520941,0.0002663295,0.0002557802,0.0002659994],"domain_scores_gemma":[0.9994947,0.00002011029,0.00001952001,0.0002987279,0.000003513196,0.0001633714],"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":[0.00001985476,0.00007543348,0.00000734531,0.000002465165,0.00001847956,0.000006083314,0.00007151589,0.001382332,0.0006787929,1.376454e-7,0.2942757,0.7034619],"study_design_scores_gemma":[0.00007578453,0.00004389702,0.0001555151,0.000005693817,0.0000181176,0.000001704305,0.000001648829,0.0001581257,0.001096616,0.00001026327,0.9982749,0.000157704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01147135,0.00001261237,9.006476e-7,0.0002870147,0.000001507324,0.00005615711,0.000006069931,0.00009498511,0.9880694],"genre_scores_gemma":[0.002154389,1.935784e-7,0.000150697,0.000022122,0.0001178866,0.000007837693,0.000008339662,0.00001305251,0.9975255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7039992,"threshold_uncertainty_score":0.4264704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008119772820865775,"score_gpt":0.1803305689466575,"score_spread":0.1722107961257917,"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."}}