{"id":"W3109662591","doi":"","title":"Valorization of Algerian leguminous: extraction and characterization of galactomannans","year":2018,"lang":"en","type":"article","venue":"","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Extraction (chemistry); Characterization (materials science); Chemistry; Chromatography; Materials science; Nanotechnology","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":[0.0002046903,0.0005356511,0.0002412093,0.000331496,0.0002301433,0.0003744713,0.0001692632,0.000225948,0.0005874234],"category_scores_gemma":[0.0002086713,0.0001419524,0.0003190177,0.0004423932,0.0001980429,0.0002548662,0.0003100135,0.0005176596,0.0002116962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049307,"about_ca_system_score_gemma":0.0003467304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151967,"about_ca_topic_score_gemma":0.002273791,"domain_scores_codex":[0.9998819,0.00002130898,0.000006932451,0.00002027175,0.00002768654,0.00004192749],"domain_scores_gemma":[0.9999319,0.00001156953,0.0000134479,0.000008830567,0.00001530608,0.00001897605],"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":[0.0001044872,0.00001419421,0.00027682,0.00003250959,0.0000127091,0.00004319424,0.0000336762,0.00007164066,0.996689,0.00004573142,0.00001234142,0.00266372],"study_design_scores_gemma":[0.000005838882,0.00008251773,0.009241967,0.00001326585,0.00002526797,0.0001284597,0.00006174178,0.0003787072,0.9878022,0.00005416684,0.002198376,0.000007369561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992656,0.002059655,0.003869897,0.00006298071,0.00001979719,0.00002007695,0.0001686234,0.00002041557,0.001122672],"genre_scores_gemma":[0.9891951,0.001623928,0.005004333,0.0001005451,0.000008823839,0.0000216791,0.0004970821,0.0000338353,0.00351466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151967,"threshold_uncertainty_score":0.003021657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280231657024021,"score_gpt":0.227610262077424,"score_spread":0.2148079455071839,"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."}}