{"id":"W7055678165","doi":"","title":"Consumers' preferences and willingness to pay for IMMUNEPLUS dairy products in Canada","year":2021,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Willingness to pay; Preference; Dairy industry; Consumer choice; Consumer behaviour; Mixed logit","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007817415,0.00009883385,0.0001997977,0.0003150789,0.001532399,0.00124374,0.0002433772,0.0003488192,0.005622244],"category_scores_gemma":[0.002863796,0.0001533087,0.0003253353,0.0007489713,0.0005570477,0.0003196214,0.0003092472,0.0005577285,0.0002400592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008422773,"about_ca_system_score_gemma":0.005856717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.937066,"about_ca_topic_score_gemma":0.9563596,"domain_scores_codex":[0.9994407,0.0000744815,0.00002311717,0.00005523183,0.0002757757,0.0001305758],"domain_scores_gemma":[0.9987234,0.0004555428,0.000157552,0.00003841025,0.000424737,0.0002002681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001758031,0.001084305,0.9107712,0.0001371458,0.00008608397,0.0006701976,0.02251057,0.0008560509,0.005197924,0.003019561,0.005182883,0.04872604],"study_design_scores_gemma":[0.00005557572,0.0002512595,0.9617051,0.00005403042,0.00003197739,0.00009199874,0.02846424,0.0027937,0.0006075125,0.0003291156,0.005550483,0.00006497181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950823,0.00005458557,0.00004719871,0.0002679876,0.000002456211,0.00002477645,0.0001818631,0.000001726167,0.004337054],"genre_scores_gemma":[0.996752,0.0001012084,0.0001341387,0.0001078901,8.562671e-7,0.000008751349,0.0001214316,0.000001399939,0.002772302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06293404,"threshold_uncertainty_score":0.1266093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214900371100603,"score_gpt":0.1963091588725392,"score_spread":0.1841601551615332,"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."}}