{"id":"W4406392287","doi":"10.1016/s0967-0653(98)81755-9","title":"10.1016/s0967-0653(98)81755-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fishery; Algae; Biology; Geography; Ecology","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":[0.001236738,0.002703198,0.00191843,0.002819991,0.002421035,0.003883671,0.003529171,0.005831078,0.9884768],"category_scores_gemma":[0.001817833,0.001000069,0.001580652,0.002485354,0.002116619,0.005496451,0.003015012,0.002733408,0.9923484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104911,"about_ca_system_score_gemma":0.001013685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004333507,"about_ca_topic_score_gemma":0.003392895,"domain_scores_codex":[0.9993604,0.0000420406,0.00005404187,0.0002353183,0.0001718911,0.0001362488],"domain_scores_gemma":[0.9976091,0.0006195066,0.000165256,0.0002614549,0.0005748812,0.000769724],"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":[0.0003885017,0.0002251581,0.0008227139,0.0006089111,0.00004064106,0.0002587611,0.0001268327,0.0004175793,0.002199473,0.00495274,0.361269,0.6286896],"study_design_scores_gemma":[0.00005275381,0.0001333325,0.0006099137,0.0003484617,0.00001549832,0.0003620547,0.0001177698,0.0001881346,0.0003469177,0.0005265411,0.9972753,0.00002335671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004799641,0.0004448106,0.0008507737,0.0004318746,0.0003331649,0.0001291712,0.0006503095,0.0009259402,0.995754],"genre_scores_gemma":[0.0005324728,0.0002013509,0.0003635671,0.000204525,0.00006702566,0.00006165849,0.0003005028,0.0001378486,0.9981311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01152325,"threshold_uncertainty_score":0.01643646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225496623921625,"score_gpt":0.1927900894200945,"score_spread":0.1805351231808783,"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."}}