{"id":"W2131073386","doi":"10.5539/jas.v2n2p90","title":"Modified Starches and Their Usages in Selected Food Products: A Review Study","year":2010,"lang":"en","type":"review","venue":"Journal of Agricultural Science","topic":"Food composition and properties","field":"Nursing","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food industry; Flavor; Modified starch; Starch; Food science; Food products; Biochemical engineering; Process engineering; Computer science; Chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001514022,0.0002975554,0.001191683,0.0002378033,0.0001778634,0.0002065865,0.0006896323,0.00007705243,0.000003932104],"category_scores_gemma":[0.0005637793,0.0001200712,0.0001207144,0.002191975,0.0002151615,0.0005569358,0.00009961708,0.0009665763,0.000001712181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349945,"about_ca_system_score_gemma":0.0002270558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009243502,"about_ca_topic_score_gemma":0.00003459434,"domain_scores_codex":[0.9977574,0.0003514914,0.0008181668,0.0003097984,0.0004774664,0.000285688],"domain_scores_gemma":[0.9981952,0.00009885628,0.000749343,0.0001628313,0.0006663262,0.0001273945],"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":[0.00003643971,0.0002480073,0.00001181593,0.007768831,0.00003832628,0.000005330121,0.001432197,8.665385e-7,0.0009741308,0.000002520806,0.0003046245,0.9891769],"study_design_scores_gemma":[0.0009108837,0.01563719,0.0133992,0.1573491,0.0008928545,0.003912822,0.001708696,0.000002858076,0.0004735133,0.00004010941,0.8043493,0.001323504],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0403472,0.9573705,7.320637e-8,0.0008925193,0.0004118007,0.0009133822,0.000003604923,0.00001188669,0.00004899257],"genre_scores_gemma":[0.03697103,0.9626663,0.0001079552,0.00005433513,0.0001621471,0.00001207751,0.000001493572,0.000007318514,0.00001731203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9878534,"threshold_uncertainty_score":0.4896361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08236884443978935,"score_gpt":0.3217220230256468,"score_spread":0.2393531785858574,"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."}}