{"id":"W3142497705","doi":"10.18280/ijdne.160110","title":"The Utilization of Durian Seeds (Durio Zibethinus Murr) as a Base for Making Edible Film","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Food and Agricultural Sciences","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Tadulako","keywords":"Plasticizer; Starch; Absorption of water; Sorbitol; Glycerol; Materials science; Solubility; Food science; Ultimate tensile strength; Fourier transform infrared spectroscopy; Chemistry; Chemical engineering; Composite material; Organic chemistry","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":[0.0005010662,0.00008570879,0.0001251254,0.00001860121,0.0001779145,0.0001528907,0.0003310741,0.0001137407,0.00003383131],"category_scores_gemma":[0.0003235172,0.00002805313,0.0001148245,0.0002041282,0.00004976428,0.000220721,0.0000468887,0.0001875104,5.458355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002523052,"about_ca_system_score_gemma":0.00004303974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008703068,"about_ca_topic_score_gemma":0.0002575759,"domain_scores_codex":[0.9990476,0.00005771775,0.0002994585,0.000117175,0.0003471542,0.0001309157],"domain_scores_gemma":[0.9984004,0.0005132235,0.0003152134,0.00002373643,0.0006970973,0.00005029302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001120167,0.00043813,0.004651006,0.00004684307,0.0005591322,0.0001713687,0.001014745,0.001931471,0.5557855,0.02906471,0.008018597,0.3971984],"study_design_scores_gemma":[0.004933801,0.006860393,0.2339743,0.002223398,0.0005146275,0.005465605,0.01914748,0.09435216,0.1815815,0.1764692,0.2723126,0.002165014],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980256,0.002978141,0.000874522,0.01362283,0.001632381,0.0001533876,0.00006018456,0.000009636011,0.0004128682],"genre_scores_gemma":[0.9969099,0.0007351693,0.001328565,0.00031366,0.0004587283,0.000001641116,0.00001847709,7.440009e-7,0.0002331185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3950334,"threshold_uncertainty_score":0.1474328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393556373870847,"score_gpt":0.2677973619090994,"score_spread":0.2438617981703909,"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."}}