{"id":"W4406527660","doi":"10.1016/0967-0653(96)84944-1","title":"10.1016/0967-0653(96)84944-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Kinetics; Sensitivity (control systems); Chemistry; Environmental science; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001137083,0.002608091,0.001831495,0.002471141,0.002443377,0.003458603,0.003128035,0.004915482,0.9892519],"category_scores_gemma":[0.001788308,0.001006542,0.001426169,0.002169715,0.002048385,0.004952329,0.002904701,0.002612375,0.992531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009960069,"about_ca_system_score_gemma":0.000882709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005200884,"about_ca_topic_score_gemma":0.004519713,"domain_scores_codex":[0.9993913,0.00004360316,0.00005303486,0.000212884,0.0001574452,0.0001416296],"domain_scores_gemma":[0.9976548,0.0006077242,0.0001261401,0.0002487349,0.0005526536,0.0008099091],"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":[0.0004269929,0.00027666,0.001047517,0.0005884732,0.00004120704,0.0002713049,0.0001234323,0.0004520855,0.002520234,0.003778669,0.3749952,0.6154782],"study_design_scores_gemma":[0.00005998241,0.0001567582,0.0009519652,0.0003891418,0.00001721433,0.0003609844,0.000156465,0.0002085917,0.0004006383,0.0006043697,0.996667,0.00002689429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005123917,0.0003530424,0.000656031,0.0004222951,0.0002926656,0.0001235319,0.0006919951,0.0007888777,0.9961591],"genre_scores_gemma":[0.0005799755,0.0002072034,0.0003489835,0.0002312624,0.0000723012,0.00005550376,0.0003513021,0.0001426811,0.9980108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01074809,"threshold_uncertainty_score":0.01533085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008039524099360297,"score_gpt":0.1794589306578247,"score_spread":0.1714194065584644,"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."}}