{"id":"W4408934167","doi":"10.1016/j.foostr.2025.100424","title":"Exploration of structural differences between dairy and plant-based cheese","year":2025,"lang":"en","type":"article","venue":"Food Structure","topic":"Food composition and properties","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Government of Saskatchewan; Natural Sciences and Engineering Research Council of Canada; National Research Council; Canadian Institutes of Health Research; Canada Foundation for Innovation; University of Saskatchewan","keywords":"Food science; Materials science; Chemistry; Biological system; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00002371666,0.0001202396,0.0001894672,0.0001016275,0.0001088783,0.00003902854,0.0001012393,0.00009431025,0.0000295525],"category_scores_gemma":[0.00001723501,0.00009156815,0.00003002112,0.0001258712,0.00007665372,0.0001482043,0.00002340229,0.0001254018,3.368038e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001241394,"about_ca_system_score_gemma":0.00001731889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001986396,"about_ca_topic_score_gemma":0.00005361429,"domain_scores_codex":[0.9993808,0.00006116255,0.0001716729,0.0001564901,0.0001187776,0.000111113],"domain_scores_gemma":[0.9996918,0.00003767381,0.00006501441,0.0001348148,0.00003993338,0.00003077266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007053351,0.0000596744,0.4742551,0.002560188,0.0006703925,0.00000401358,0.01491952,0.0004716614,0.2581378,0.00799766,0.003124733,0.2307459],"study_design_scores_gemma":[0.001428683,0.002185922,0.7110875,0.0002375995,0.0001085145,0.000002489201,0.0006508814,0.0009814472,0.2571056,0.02501704,0.0008909574,0.0003034355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974267,0.0003831965,0.00003436236,0.001132249,0.000393934,0.000128281,0.0002333843,0.00004783559,0.0002200147],"genre_scores_gemma":[0.999307,7.798846e-7,0.0003441081,0.0001580509,0.0000673938,0.000002777518,0.00009771971,0.00000608468,0.00001604982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368324,"threshold_uncertainty_score":0.3734041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272253971249137,"score_gpt":0.260406391089043,"score_spread":0.2276838513765516,"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."}}