{"id":"W4402185248","doi":"10.58482/ijeresm.v3i2.3","title":"Phygital Transformation of Nilon’s: The Brand Building in Ready-to-eat Segment","year":2024,"lang":"en","type":"article","venue":"International Journal of Emerging Research in Engineering Science and Management","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Astronomy; Engineering; Geology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001590181,0.00004354897,0.00006486253,0.000895428,0.00007171755,0.0001396837,0.0002688427,0.000004296947,0.00000785737],"category_scores_gemma":[0.00004257711,0.00002723609,0.00001931537,0.0002564068,0.000124072,0.0002907145,0.00008034437,0.0001389595,9.659917e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001639887,"about_ca_system_score_gemma":0.00001645176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006754766,"about_ca_topic_score_gemma":0.00003421775,"domain_scores_codex":[0.9987919,0.00001052288,0.000219222,0.00007576471,0.000758198,0.0001443714],"domain_scores_gemma":[0.9997136,0.0000730536,0.00001701265,0.00003053781,0.0001370244,0.00002878712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008487913,0.00009838283,0.0002008553,0.0005198818,0.0001327624,0.0002030227,0.1261326,0.03754586,0.005412455,0.483528,0.001032805,0.3451086],"study_design_scores_gemma":[0.001138109,0.0005704815,0.006957544,0.006020621,0.00002108777,0.0000460002,0.01848563,0.04619056,0.002129205,0.007803223,0.9102421,0.000395379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726974,0.001416937,0.00169593,0.01402964,0.001650226,0.0002484567,0.000004064733,0.00001101703,0.008246374],"genre_scores_gemma":[0.9992917,0.000330405,0.0001459854,0.00001820995,0.0001165714,0.000005757201,1.234568e-7,0.000002435336,0.00008887755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9092094,"threshold_uncertainty_score":0.1346973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745698498009725,"score_gpt":0.3381614095848765,"score_spread":0.2907044246047792,"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."}}