{"id":"W7132112836","doi":"","title":"Chacha Food: Conquering the Snack Food Market","year":2023,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Quality (philosophy); Food supply; Snack food; Food processing; Food industry","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.002048556,0.002291007,0.001615585,0.001131918,0.00454195,0.0007041237,0.002869874,0.001920933,0.004829088],"category_scores_gemma":[0.001180939,0.001994113,0.001324769,0.001691454,0.006097091,0.0006576142,0.001356463,0.00299367,0.02455245],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003874818,"about_ca_system_score_gemma":0.005041508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001779115,"about_ca_topic_score_gemma":0.0007452435,"domain_scores_codex":[0.9881071,0.001026008,0.002282631,0.002881132,0.003563143,0.002139976],"domain_scores_gemma":[0.992253,0.001085396,0.001920804,0.003258146,0.0006768005,0.0008058769],"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":[0.000908381,0.001096345,0.001456694,0.001459337,0.01093158,0.002280933,0.00113342,0.004043426,0.004429488,0.2600255,0.7094129,0.002822059],"study_design_scores_gemma":[0.001608353,0.0006136862,0.005534742,0.002781878,0.0007053369,0.002090611,0.0003470136,0.000764229,0.001309999,0.0005439299,0.9814759,0.002224259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002948256,0.01590176,0.0003146082,0.0002757231,0.02802531,0.003016772,0.001958045,0.002399267,0.9451603],"genre_scores_gemma":[0.4631875,0.0006652359,0.0001962003,0.0003091184,0.0119746,0.001056682,0.0001833857,0.004389421,0.5180378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4602393,"threshold_uncertainty_score":0.9999492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265913496980464,"score_gpt":0.2313572345887866,"score_spread":0.208698099618982,"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."}}