{"id":"W4406543417","doi":"10.1016/0967-0653(93)94693-s","title":"10.1016/0967-0653(93)94693-s","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nitrification; Chromatography; Aqueous solution; Chemistry; Nitrogen; Organic chemistry","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":[0.0009514273,0.001842468,0.001285757,0.00228608,0.002117133,0.003091597,0.002418627,0.003374157,0.9863212],"category_scores_gemma":[0.001414689,0.0007930467,0.001246669,0.001945171,0.001633901,0.003441547,0.002361948,0.001795231,0.9902704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008883113,"about_ca_system_score_gemma":0.0009051721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767178,"about_ca_topic_score_gemma":0.003005903,"domain_scores_codex":[0.9995282,0.00003516036,0.00003411026,0.0001535773,0.0001552369,0.00009377847],"domain_scores_gemma":[0.9983249,0.0003861715,0.00009372929,0.0001853187,0.0004225796,0.000587146],"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":[0.0003507358,0.0002452256,0.000919449,0.0004667183,0.00003879221,0.0002361927,0.0001083084,0.0003650589,0.003237958,0.005518141,0.3334303,0.6550831],"study_design_scores_gemma":[0.00003608467,0.0001164211,0.0007475484,0.0002112993,0.00001317142,0.0003999061,0.0001050538,0.0001625669,0.0005006519,0.0006662401,0.9970228,0.0000181308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004730968,0.0003172932,0.0008675923,0.0003519838,0.0002736037,0.00009849769,0.0005806736,0.0009370381,0.9961003],"genre_scores_gemma":[0.0007600168,0.0002317002,0.0004762911,0.0001713584,0.00007268132,0.0000419473,0.0004078494,0.0001562274,0.997682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01367885,"threshold_uncertainty_score":0.01951122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134606013528035,"score_gpt":0.2119411576343551,"score_spread":0.2005950974990747,"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."}}