{"id":"W4406415284","doi":"10.1016/s0967-0653(98)85515-4","title":"10.1016/s0967-0653(98)85515-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Library science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001286622,0.002777078,0.002009309,0.002937283,0.002445676,0.003929358,0.003525323,0.006029546,0.989566],"category_scores_gemma":[0.001927025,0.001017201,0.001717182,0.002549154,0.002219123,0.005157362,0.003127569,0.002852205,0.9923746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143864,"about_ca_system_score_gemma":0.001047931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004570353,"about_ca_topic_score_gemma":0.003477371,"domain_scores_codex":[0.9993418,0.00004697427,0.00005928576,0.0002345683,0.0001766942,0.0001406607],"domain_scores_gemma":[0.997291,0.0007181624,0.000190205,0.0002896404,0.0006285131,0.0008824093],"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":[0.000449283,0.0002589821,0.0009489767,0.0006886507,0.00004647627,0.000261376,0.0001356666,0.000456798,0.00212635,0.004853085,0.3595105,0.6302638],"study_design_scores_gemma":[0.00005802008,0.0001459784,0.0006569523,0.0003887695,0.00001629119,0.0003517415,0.0001211351,0.0001885938,0.0003291017,0.000507014,0.9972119,0.00002447733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004894267,0.0004654005,0.0007147373,0.0004516122,0.0003564761,0.0001285646,0.0006385009,0.0007896515,0.9959657],"genre_scores_gemma":[0.0005295341,0.0002001518,0.000326696,0.0002064728,0.00007518566,0.00005820007,0.0002719423,0.0001294295,0.9982023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01043403,"threshold_uncertainty_score":0.0148828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008511419129730793,"score_gpt":0.1842381307788436,"score_spread":0.1757267116491128,"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."}}