{"id":"W2263033612","doi":"10.3382/ps/pev118","title":"Salted and preserved duck eggs: a consumer market segmentation analysis","year":2015,"lang":"en","type":"article","venue":"Poultry Science","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Market segmentation; Product (mathematics); Acculturation; Ethnic group; Geography; Marketing; Business; Sociology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005040313,0.00009969974,0.0001251642,0.00002443388,0.0002126737,0.0001702676,0.0002725042,0.00004411498,0.0002850992],"category_scores_gemma":[0.0001812476,0.00003286409,0.00003786217,0.00212709,0.000186854,0.0003905905,0.00009617618,0.0000667827,0.00002237336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002458376,"about_ca_system_score_gemma":0.00002206142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002767261,"about_ca_topic_score_gemma":0.0002621351,"domain_scores_codex":[0.9988431,0.00005084665,0.0001305978,0.000354141,0.0003758016,0.0002455518],"domain_scores_gemma":[0.9994191,0.00006684583,0.00006463816,0.00005656299,0.0001428063,0.0002500255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002279802,0.00006937103,0.4497385,0.000003552646,0.00004164199,0.000002881567,0.0003047642,0.000005762967,0.5318063,0.0000549028,0.009386247,0.008563286],"study_design_scores_gemma":[0.0001418435,0.00009424652,0.986487,0.000004724894,0.0000635408,0.000005770125,0.002959243,0.0002672238,0.005271954,0.0001092922,0.004435856,0.0001592571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950672,0.0002104842,0.000002649306,0.002271403,0.00008124067,0.0001183728,0.00002024635,0.00005361253,0.00217474],"genre_scores_gemma":[0.9984773,0.00002302086,0.000215327,0.0001891378,0.00006830219,0.000004742449,0.0000200457,3.100617e-7,0.001001799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5367485,"threshold_uncertainty_score":0.3121637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265160322074779,"score_gpt":0.2455767331339263,"score_spread":0.2229251299131785,"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."}}