{"id":"W4411488274","doi":"10.1016/b978-0-443-21714-2.00009-2","title":"Projecting a strong future for plant-based dairy alternatives by aligning with consumer drivers: Taste and functionality, price and accessibility, nutrition, and sustainability","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"","keywords":"Sustainability; Business; Taste; Marketing; Advertising; Food science; Chemistry; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000391993,0.0003053914,0.0001417691,0.0002725322,0.0002616135,0.002678871,0.0003588226,0.0007846443,0.01255437],"category_scores_gemma":[0.0004471797,0.0001221413,0.0003665008,0.0006804658,0.0004373903,0.00244753,0.0009697196,0.001229292,0.001077792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150189,"about_ca_system_score_gemma":0.001289929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004817366,"about_ca_topic_score_gemma":0.02494421,"domain_scores_codex":[0.9999082,0.00002111393,0.000001740561,0.00001064399,0.00004155884,0.00001657729],"domain_scores_gemma":[0.9999077,0.00003561488,0.00001115243,0.000004221012,0.00002300002,0.00001820422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001470993,0.000210732,0.007859864,0.0009767645,0.0000675983,0.0003041743,0.0009847366,0.01748353,0.01163776,0.3085344,0.05470433,0.5970891],"study_design_scores_gemma":[0.00001575555,0.0002980939,0.01687204,0.001070989,0.00006159581,0.0002892382,0.008311078,0.01856483,0.003315847,0.3766321,0.5744922,0.00007619208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1906985,0.0368233,0.05476109,0.04856893,0.001204402,0.00007345522,0.001109767,0.0001934339,0.6665672],"genre_scores_gemma":[0.8456671,0.03905706,0.03688986,0.002553049,0.0002074339,0.00005582645,0.0007142764,0.00008237657,0.07477287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01255437,"threshold_uncertainty_score":0.04199857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00792474682844713,"score_gpt":0.2381907427623812,"score_spread":0.2302659959339341,"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."}}