{"id":"W2625979094","doi":"10.1007/978-3-319-56457-9","title":"Hydrothermal Processing in Biorefineries","year":2017,"lang":"en","type":"book","venue":"","topic":"Process Optimization and Integration","field":"Engineering","cited_by":156,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hydrothermal circulation; Business; Environmental science; Chemical engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001917704,0.001195618,0.0009904272,0.0007888502,0.0003360437,0.001223418,0.000922842,0.0007619024,0.02223462],"category_scores_gemma":[0.0002891377,0.0005213281,0.0005786094,0.001931353,0.0004775044,0.001942484,0.0009124164,0.001581882,0.01608042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007448675,"about_ca_system_score_gemma":0.0006114498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008308213,"about_ca_topic_score_gemma":0.00207705,"domain_scores_codex":[0.9997562,0.0000149472,0.000008913268,0.00003812536,0.0001688522,0.00001291024],"domain_scores_gemma":[0.9999237,0.00002865886,0.000005209649,0.00001226782,0.00002305525,0.000007106059],"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":[0.00006160547,0.0001129103,0.00007670507,0.001545631,0.000031443,0.0000935113,0.0000548188,0.005474211,0.03176098,0.03112853,0.1443094,0.7853503],"study_design_scores_gemma":[0.000008491504,0.00005923107,0.0003213747,0.0002126667,0.00001787071,0.0002827295,0.00002519556,0.003503788,0.01754699,0.02344567,0.9545541,0.00002206933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005232675,0.3540398,0.2001808,0.003006541,0.01036086,0.0001541484,0.0008775204,0.001805886,0.4243418],"genre_scores_gemma":[0.0130407,0.1238478,0.05207117,0.00078057,0.002003433,0.0001438031,0.0009185927,0.0006799029,0.806514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02223462,"threshold_uncertainty_score":0.07438219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112143986176903,"score_gpt":0.217845382181146,"score_spread":0.2066309835634557,"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."}}