{"id":"W1546979422","doi":"10.51847/blrgwho","title":"10.51847/BlRGwhO","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioprocess; Supercritical fluid; Supercritical carbon dioxide; Downstream processing; Bioprocess engineering; Supercritical fluid extraction; Particle (ecology); Chemistry; Extraction (chemistry); Process engineering; Fermentation; Crystallization; Biochemical engineering; Chemical engineering; Nanotechnology; Pulp and paper industry; Environmental science; Waste management; Materials science; Engineering; Chromatography; Biochemistry; Organic chemistry; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006095624,0.0004015299,0.0009631797,0.0001687504,0.00002252583,0.0000405576,0.0003723077,0.0002357609,0.9370245],"category_scores_gemma":[0.000006990207,0.0003827424,0.0002823256,0.0002760467,0.00001240743,0.00005468853,0.00004272402,0.0002401702,0.9809436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011944,"about_ca_system_score_gemma":0.00004620634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001041482,"about_ca_topic_score_gemma":2.631548e-8,"domain_scores_codex":[0.9989743,0.00002904153,0.0003186289,0.0002254447,0.0001213971,0.0003312476],"domain_scores_gemma":[0.9992897,0.00005037334,0.00002851249,0.0004632375,0.000008741063,0.0001594609],"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":[0.000001471217,0.000007569418,4.292252e-11,0.001464465,0.00009304652,0.00001201382,0.00000145766,0.0001150061,2.082981e-7,0.000001242884,0.005608664,0.9926949],"study_design_scores_gemma":[0.00004910681,0.00001627319,3.274306e-9,0.001726183,0.0002070612,0.00002273208,2.057052e-8,0.001807116,5.098741e-8,0.000001743109,0.9957572,0.0004125315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.939839e-8,0.4976575,0.000001419146,7.581707e-7,0.000007788378,0.000184102,0.00006330888,0.000299973,0.5017851],"genre_scores_gemma":[8.79984e-9,0.3627696,0.00001474398,0.000001956412,0.0001772658,0.00003595766,0.0001186994,0.0001173787,0.6367644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9922823,"threshold_uncertainty_score":0.9998624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122731563483714,"score_gpt":0.2146560081512575,"score_spread":0.2023828518028861,"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."}}