{"id":"W1222390424","doi":"10.1007/s12355-015-0387-9","title":"Case Study: Commercialization of Sweet Sorghum Juice Clarification for Large-Scale Syrup Manufacture","year":2015,"lang":"en","type":"article","venue":"Sugar Tech","topic":"Food composition and properties","field":"Nursing","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Miller Group (Canada)","funders":"U.S. Department of Agriculture","keywords":"Starch; Settling; Food science; Pulp and paper industry; Chemistry; Granule (geology); Raw material; Sorghum; Aeration; Agronomy; Environmental science; Materials science; Biology; Environmental 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":[0.0005798952,0.000723579,0.0004792577,0.0008488492,0.002833802,0.001216981,0.001478928,0.002803707,0.005275981],"category_scores_gemma":[0.001148849,0.00028613,0.0006445235,0.0006736927,0.0007121454,0.0009138219,0.001095477,0.0009882946,0.00160095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009080898,"about_ca_system_score_gemma":0.001008079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005401643,"about_ca_topic_score_gemma":0.01108787,"domain_scores_codex":[0.9992459,0.0001299787,0.0000417663,0.0001211262,0.0003143686,0.0001468607],"domain_scores_gemma":[0.9993006,0.0002910154,0.0000636374,0.00007683429,0.0001406864,0.0001272622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.004278286,0.009130563,0.04155539,0.003651732,0.0001849428,0.1585721,0.02258227,0.02201205,0.4925885,0.008565084,0.01414457,0.2227345],"study_design_scores_gemma":[0.0002679825,0.006487379,0.04981264,0.0003972489,0.00022388,0.04719114,0.05251399,0.030101,0.6942475,0.001479269,0.1170187,0.0002592826],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811572,0.0003419447,0.00492965,0.0006235999,0.00004494789,0.0003096301,0.0003152517,0.0001301199,0.01214761],"genre_scores_gemma":[0.974605,0.0003191631,0.008779775,0.0001246336,0.00002260993,0.00006470991,0.0002255541,0.00006900109,0.01578945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005401643,"threshold_uncertainty_score":0.01764995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0595367073652856,"score_gpt":0.3156533439348819,"score_spread":0.2561166365695963,"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."}}