{"id":"W2143347356","doi":"10.1109/ppps.2007.4345824","title":"Electroporation as an Optimizing Step in the Drying of Green Biomass","year":2007,"lang":"en","type":"article","venue":"","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Biomass (ecology); Raw material; Process engineering; Pulp and paper industry; Environmental science; Sugar; Waste management; Agricultural engineering; Engineering; Chemistry; Agronomy; Electrical engineering; Food science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002049537,0.0003677664,0.0004017605,0.0002520029,0.000217736,0.0003634804,0.0003446805,0.0002572344,0.006876893],"category_scores_gemma":[0.0002394105,0.0001182236,0.0003525717,0.0003397807,0.0001966539,0.0003575878,0.000260685,0.0006547216,0.003084205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312367,"about_ca_system_score_gemma":0.0001430502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002347819,"about_ca_topic_score_gemma":0.0003774344,"domain_scores_codex":[0.9998723,0.00001755611,0.00001217521,0.00003925534,0.00003761045,0.00002098892],"domain_scores_gemma":[0.999904,0.00002910463,0.0000133393,0.00001505862,0.00002603713,0.00001240173],"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":[0.0001380446,0.00002884665,0.000063518,0.0002802297,0.00001028054,0.0001222282,0.00002906793,0.0002564191,0.9796341,0.0004211515,0.0008312789,0.01818484],"study_design_scores_gemma":[0.00002158857,0.0002759658,0.0008355505,0.00002383001,0.00004987865,0.0002275946,0.00002516881,0.001023658,0.9605327,0.0001965867,0.03677272,0.00001462303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6397141,0.05725751,0.2334215,0.00298873,0.00486485,0.0008259375,0.003355363,0.003368608,0.05420335],"genre_scores_gemma":[0.784937,0.02695573,0.1029885,0.0005651346,0.000317581,0.000364696,0.003947833,0.0008991303,0.0790244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006876893,"threshold_uncertainty_score":0.02300549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036776616146833,"score_gpt":0.3332621357480428,"score_spread":0.3128943695865744,"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."}}