{"id":"W1572971914","doi":"10.1002/btpr.2148","title":"Selecting polymers for two‐phase partitioning bioreactors ( <scp>TPPB</scp> s): Consideration of thermodynamic affinity, crystallinity, and glass transition temperature","year":2015,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Crystallinity; Polymer; Amorphous solid; Glass transition; Dissolution; Chemical engineering; Partition coefficient; Materials science; Phase (matter); Thermodynamics; Chemistry; Organic chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006036676,0.0007187548,0.0003863434,0.0003889724,0.000276091,0.000673913,0.0003836864,0.0004904643,0.0003820718],"category_scores_gemma":[0.001132004,0.0002295196,0.000535125,0.000333423,0.0002515928,0.0004852513,0.0003190451,0.0005134504,0.0003088152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004881111,"about_ca_system_score_gemma":0.0006981579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951904,"about_ca_topic_score_gemma":0.002875951,"domain_scores_codex":[0.9997079,0.00006457246,0.0000268347,0.00006920904,0.00009253768,0.00003901542],"domain_scores_gemma":[0.9993901,0.0003139876,0.0001302023,0.0000345339,0.00009467332,0.00003635845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001707565,0.0001323595,0.003423802,0.0001056391,0.00001546719,0.00008991323,0.00003751917,0.01783885,0.9706265,0.0001990893,0.00007424937,0.007285709],"study_design_scores_gemma":[0.00001273091,0.0002880505,0.002057937,0.000007362876,0.00001894829,0.00005997997,0.0000217044,0.05234816,0.9447818,0.00008627935,0.0003029255,0.00001404405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565787,0.0003304575,0.04188239,0.00007580377,0.00001476398,0.000108934,0.0002184028,0.0001527214,0.0006379182],"genre_scores_gemma":[0.9546027,0.0004091929,0.04400599,0.00003261413,0.000005512465,0.0001068398,0.0003060648,0.00005813583,0.0004730007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002951904,"threshold_uncertainty_score":0.005869389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921506597404677,"score_gpt":0.2917327341914786,"score_spread":0.2725176682174318,"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."}}