{"id":"W2105292800","doi":"10.51847/2qd3ki0","title":"10.51847/2Qd3KI0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jacobs University","keywords":"Isoelectric point; Chromatography; Raw material; Electrophoresis; Proteome; Chemistry; Ion exchange; Protein purification; Ion chromatography; Analytical Chemistry (journal); Ion; Biochemistry; Enzyme; 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":[0.0007463194,0.001680234,0.0009076422,0.002483094,0.001551934,0.003436794,0.001450679,0.002594786,0.9691911],"category_scores_gemma":[0.0007917819,0.0006946778,0.0008725879,0.001970462,0.000985195,0.001755788,0.002711196,0.001397099,0.9739137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001855942,"about_ca_system_score_gemma":0.0007668289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0042348,"about_ca_topic_score_gemma":0.00350541,"domain_scores_codex":[0.9994351,0.00003242983,0.000037679,0.0001852935,0.0002052136,0.0001043147],"domain_scores_gemma":[0.9991665,0.00009145792,0.00004048748,0.0001674018,0.0002706505,0.0002635248],"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":[0.0004719911,0.0004723899,0.001871225,0.0004695691,0.00004211883,0.0004342262,0.0001370144,0.0006868517,0.02742058,0.008773381,0.2715002,0.6877204],"study_design_scores_gemma":[0.00005587567,0.00005304084,0.001628837,0.0001183889,0.00001155898,0.0004619623,0.00009039147,0.0006161307,0.002825771,0.001097319,0.9930167,0.0000239051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002974332,0.0005426389,0.004761946,0.0008671391,0.0007415032,0.0001741098,0.00328035,0.003960517,0.9826973],"genre_scores_gemma":[0.004092426,0.0001584376,0.001566671,0.0002571773,0.00004048419,0.00005803297,0.002019783,0.0005287882,0.9912781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03080887,"threshold_uncertainty_score":0.04394513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005074899221239945,"score_gpt":0.1926718215285565,"score_spread":0.1875969223073165,"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."}}