{"id":"W4406531057","doi":"10.1016/0967-0653(94)92364-7","title":"10.1016/0967-0653(94)92364-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coagulation and Flocculation Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biological system; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008292196,0.00008945739,0.00009236023,0.00002076848,0.0001237708,0.00002179084,0.0001060182,0.0000279062,0.9996451],"category_scores_gemma":[0.00001401794,0.00008417345,0.00003842268,0.0002066426,0.00005103698,0.00009516925,0.00007325334,0.00004098321,0.9991018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004741873,"about_ca_system_score_gemma":0.000002355829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003607686,"about_ca_topic_score_gemma":0.000001245799,"domain_scores_codex":[0.9992955,0.0000202914,0.000128877,0.0001889607,0.000205743,0.0001605978],"domain_scores_gemma":[0.999685,0.00002197278,0.00001793326,0.0001773785,0.000005401567,0.00009228832],"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":[0.00001631588,0.00002177532,0.0000122538,5.336424e-7,0.000004653488,8.66479e-7,0.00004217064,0.001726007,0.00002729652,7.075673e-7,0.3253446,0.6728029],"study_design_scores_gemma":[0.0001205474,0.00002339758,0.006590708,0.000002029413,0.000005262079,0.000001533395,0.000001370033,0.0008670446,0.00001696027,0.00001028702,0.9922438,0.0001170399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001487388,0.00001350704,0.000004790422,0.0003542588,0.000001268029,0.0001152213,0.000004338079,0.00008608837,0.9979331],"genre_scores_gemma":[0.002352232,1.366256e-7,0.0001355736,0.000101908,0.00004040775,0.00001047546,0.000006502658,0.000008795245,0.997344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6726859,"threshold_uncertainty_score":0.3432494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00872991029765035,"score_gpt":0.1830934302813131,"score_spread":0.1743635199836627,"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."}}