{"id":"W2104585185","doi":"10.1039/c0gc00205d","title":"Solubility of bio-sourced feedstocks in ‘green’ solvents","year":2010,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Chemistry; Solubility; Levulinic acid; Succinic acid; Dissolution; Organic chemistry; Sorbitol; Fumaric acid; Xylitol; Tartaric acid; Xylose; Ionic liquid; Malic acid; Citric acid; Fermentation; Catalysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001237135,0.0001371256,0.0001939133,0.00004486752,0.00001681328,0.000005446962,0.0002532147,0.000196969,0.0003295666],"category_scores_gemma":[0.00001961017,0.0001544257,0.0001031892,0.0002064506,0.0000677721,0.00005360173,0.00008673203,0.0002644127,0.00002630094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005144836,"about_ca_system_score_gemma":0.00001497181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004889573,"about_ca_topic_score_gemma":0.0002292517,"domain_scores_codex":[0.9991799,0.000003353416,0.0002538732,0.0001886989,0.0001637197,0.0002104567],"domain_scores_gemma":[0.9993603,0.00001901435,0.00004365819,0.0004731143,0.000026674,0.00007727373],"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":[0.000008317789,0.00002706401,0.0246312,0.0002148715,0.00001984907,0.000003339041,0.00008246965,0.00002522904,0.9719032,5.428067e-7,0.0001403367,0.002943565],"study_design_scores_gemma":[0.0004007836,0.000003741126,0.0100285,0.0000183899,0.00001342318,0.000005013189,0.00003397462,0.004194173,0.9842145,0.00004361833,0.000882156,0.0001617501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969991,0.00003004268,0.00004535434,0.00003793726,0.0001099404,0.00006359194,0.00002232132,0.000099341,0.002592322],"genre_scores_gemma":[0.9993618,0.000001567761,0.0001385038,0.000005053179,0.00005707406,0.000006004538,0.00005101867,0.0000199219,0.0003590369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146027,"threshold_uncertainty_score":0.6297298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00490570691688011,"score_gpt":0.1896654501343236,"score_spread":0.1847597432174435,"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."}}