{"id":"W2187714035","doi":"10.21273/hortsci.37.7.1127","title":"Use of Digital Images for Evaluation of Factors Responsible for Visual Preference of Apples by Consumers","year":2002,"lang":"en","type":"article","venue":"HortScience","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; College of the North Atlantic; Agriculture and Agri-Food Canada","funders":"","keywords":"Malus; Preference; Nova scotia; Mathematics; Horticulture; Geography; Biology; Statistics; Archaeology","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":[0.0006112796,0.00006652765,0.0001929628,0.00001605352,0.00005848829,0.00002289432,0.0001204364,0.00003261286,0.0001159662],"category_scores_gemma":[0.002549927,0.00002691883,0.00008403145,0.0002592481,0.0002832933,0.0001745341,0.00001594986,0.00001750906,1.922519e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006007344,"about_ca_system_score_gemma":0.00001017357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003780194,"about_ca_topic_score_gemma":0.00001358983,"domain_scores_codex":[0.9990227,0.00007558612,0.0002681068,0.0001906792,0.0003176376,0.0001252458],"domain_scores_gemma":[0.9970449,0.002331516,0.0001823608,0.00004213805,0.0003574766,0.00004163913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004654934,0.0001368294,0.01662141,0.00001667433,0.00001161937,2.216373e-8,0.00005729833,0.00002833331,0.8924249,0.0006191168,0.000389752,0.08964744],"study_design_scores_gemma":[0.0002696047,0.001178977,0.1306533,0.00003054797,0.0001473935,4.082013e-7,0.0006286635,0.02739573,0.8356251,0.002670394,0.001193198,0.0002067281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955007,0.0000779449,0.003113256,0.00003386828,0.00002053409,0.0002924493,0.000900296,0.000004180798,0.00005671015],"genre_scores_gemma":[0.9961981,0.0000130466,0.003618956,0.000003909066,0.000004279883,0.00001402578,0.0000269115,4.043961e-7,0.0001203994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1140319,"threshold_uncertainty_score":0.3052685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3323633777378368,"score_gpt":0.3656949365243856,"score_spread":0.03333155878654881,"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."}}