{"id":"W4406447609","doi":"10.1016/s0967-0653(98)86429-6","title":"10.1016/s0967-0653(98)86429-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Haematococcus pluvialis; Pluvialis; Chemistry; Food science; Astaxanthin","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":[0.00116928,0.002710759,0.001898159,0.002853344,0.002241096,0.003645261,0.003575899,0.005094402,0.9870442],"category_scores_gemma":[0.00147129,0.0008854796,0.001717874,0.002647052,0.001956595,0.004984199,0.002955942,0.002661186,0.9904115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245755,"about_ca_system_score_gemma":0.0009987325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003476519,"about_ca_topic_score_gemma":0.0028198,"domain_scores_codex":[0.999334,0.00004677258,0.00006148714,0.0002301191,0.0001892224,0.0001383835],"domain_scores_gemma":[0.9979566,0.0005495902,0.000166917,0.0002185499,0.000474411,0.0006338484],"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":[0.0005020881,0.0002998483,0.0009313854,0.0008344395,0.00005964272,0.0003006402,0.000133985,0.0004592174,0.00303823,0.005322599,0.2630432,0.7250747],"study_design_scores_gemma":[0.00006025729,0.0001500398,0.0006270576,0.0003589554,0.00001758103,0.0004375992,0.0001127571,0.0002082789,0.0005317859,0.0006286659,0.9968412,0.00002578036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006697669,0.0007125009,0.001032366,0.0004714334,0.0003932407,0.0001218591,0.0006338768,0.0008503295,0.9951146],"genre_scores_gemma":[0.0006844632,0.0002796992,0.0004520504,0.0001938885,0.00007734478,0.00006001685,0.0003520055,0.000128448,0.997772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01295584,"threshold_uncertainty_score":0.01847994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005618711583054707,"score_gpt":0.1637155483645666,"score_spread":0.1580968367815119,"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."}}