{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004205251,0.001011518,0.0004943591,0.001864138,0.00106925,0.002100259,0.000871413,0.001874991,0.90166],"category_scores_gemma":[0.000676104,0.000373116,0.0005072554,0.001066386,0.000513634,0.001517331,0.001935859,0.0009479473,0.8959363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007637289,"about_ca_system_score_gemma":0.0006443021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002074095,"about_ca_topic_score_gemma":0.002279,"domain_scores_codex":[0.9996876,0.00002969138,0.000021851,0.00008676659,0.0001082655,0.00006596179],"domain_scores_gemma":[0.9994293,0.00009935087,0.00003088307,0.00009060626,0.0001880742,0.0001617252],"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":[0.0003339221,0.0004496163,0.001964248,0.0003135956,0.00002161852,0.0003708453,0.0001467163,0.0003966308,0.01340869,0.004962391,0.1279136,0.849718],"study_design_scores_gemma":[0.00005783327,0.0001240804,0.002723915,0.0001918995,0.00001601277,0.0008312269,0.0001309321,0.001119005,0.004317052,0.00156697,0.9888963,0.00002484907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004865422,0.001019829,0.006079149,0.0007570393,0.0007972773,0.0001346846,0.001367889,0.002888621,0.9820901],"genre_scores_gemma":[0.007878317,0.0003138837,0.002693868,0.0004240425,0.0001006066,0.0000706042,0.001248992,0.0002110276,0.9870586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09834003,"threshold_uncertainty_score":0.1402701,"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."}}