{"id":"W2940181275","doi":"10.51847/lepuuih","title":"10.51847/LEPuUIH","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extraction (chemistry); Detection limit; Chromatography; Erythromycin; Chemistry; Aqueous solution; Solid phase extraction; Penicillin; Dispersion (optics); Analyte; Magnetic nanoparticles; Nanoparticle; Materials science; Antibiotics; Nanotechnology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001331398,0.0001660116,0.0001878777,0.00001817465,0.00005219804,0.00002873817,0.0002828572,0.0001039533,0.999362],"category_scores_gemma":[0.00011019,0.0001685986,0.00006711337,0.0001424566,0.00003487654,0.00003451463,0.00005978357,0.0001313672,0.9738262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006659,"about_ca_system_score_gemma":0.00004362747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000375881,"about_ca_topic_score_gemma":1.235297e-8,"domain_scores_codex":[0.998909,0.00001150886,0.0002235508,0.0003025226,0.0002331499,0.0003202802],"domain_scores_gemma":[0.9992258,0.00008278633,0.00002272714,0.0003697334,0.00003804217,0.0002608983],"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":[0.00006990352,0.00006066986,7.788956e-7,0.00003230363,0.0000393805,0.00001912604,0.00001021713,0.00001518135,0.01079867,0.000001016237,0.01697426,0.9719785],"study_design_scores_gemma":[0.0001537384,0.000008866297,0.000005892914,0.00001987075,0.0000174344,0.000009201702,9.460391e-7,0.0001570245,0.02022771,0.000006298714,0.9791662,0.0002268818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000850779,0.00001983897,0.00001278616,0.0002060257,7.465662e-7,0.00003472142,0.000009119892,0.000168357,0.9986976],"genre_scores_gemma":[0.0001403182,2.615151e-7,0.006129467,0.00006840243,0.0001284792,0.00001815431,0.00001829847,0.00002804337,0.9934686],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9717516,"threshold_uncertainty_score":0.6875253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237580636628366,"score_gpt":0.2267668751924797,"score_spread":0.214391068826196,"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."}}