{"id":"W2748253782","doi":"10.1002/047167849x.bio008","title":"Fat Crystal Networks","year":2005,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Food Chemistry and Fat Analysis","field":"Agricultural and Biological Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Fractal; Network structure; Identification (biology); Crystal structure; Materials science; Biological system; Mechanical strength; Statistical physics; Computer science; Mathematics; Physics; Crystallography; Composite material; Chemistry; Theoretical computer science; Mathematical analysis; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001426849,0.0004463592,0.0005367288,0.00002844493,0.0001626164,0.0001346124,0.0003355757,0.001035882,0.004421036],"category_scores_gemma":[0.00008635684,0.0001877921,0.0001392674,0.0004843129,0.0001573133,0.0000681863,0.00014934,0.0005662885,0.00004660414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002176598,"about_ca_system_score_gemma":0.00001322206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003200947,"about_ca_topic_score_gemma":0.0003080078,"domain_scores_codex":[0.9980533,0.00006456255,0.0003135698,0.0008151807,0.0002786353,0.0004747102],"domain_scores_gemma":[0.9992992,0.0000500264,0.0002457508,0.0001636191,0.00004528935,0.0001961219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003898478,0.00006368694,0.00006964913,0.00001672933,0.00009353161,0.000009837449,0.000007845419,0.000002939719,0.004619908,0.00001968318,0.5604981,0.4345591],"study_design_scores_gemma":[0.0002923498,0.00009234505,0.00003060201,0.0001267673,0.0001178498,0.000008107655,0.0000519971,0.000008666622,0.0008358419,0.000005974855,0.9979342,0.0004953442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01442144,0.01252836,8.776355e-7,0.005194223,0.001932753,0.0002648278,0.0004771982,0.0006118187,0.9645685],"genre_scores_gemma":[0.03153201,0.002017175,0.00003862896,0.0001579179,0.03539656,0.00002192454,0.0007614156,0.00002269507,0.9300517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4374361,"threshold_uncertainty_score":0.996489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660978288994561,"score_gpt":0.2030409584737886,"score_spread":0.176431175583843,"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."}}