{"id":"W2107642135","doi":"10.1111/1750-3841.12173","title":"Systematic Comparison of Hedonic Ranking and Rating Methods Demonstrates Few Practical Differences","year":2013,"lang":"en","type":"article","venue":"Journal of Food Science","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Ranking (information retrieval); Rank (graph theory); Bivariate analysis; Statistics; Psychology; Econometrics; Mathematics; Marketing; Computer science; Business; Information retrieval","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":[0.1448981,0.0007983384,0.00146948,0.004371774,0.0007815246,0.002583647,0.001369303,0.0007703376,0.002522525],"category_scores_gemma":[0.2567116,0.0004928685,0.001511081,0.003699823,0.002134888,0.001770159,0.002069835,0.0008524944,0.001047641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008429,"about_ca_system_score_gemma":0.001158288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008285914,"about_ca_topic_score_gemma":0.002220531,"domain_scores_codex":[0.8205173,0.1277653,0.01464107,0.006474732,0.02995024,0.0006513284],"domain_scores_gemma":[0.5588377,0.342152,0.01440136,0.03498947,0.0486159,0.001003622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006227951,0.001225547,0.1501751,0.009071655,0.006520566,0.0001215038,0.009251835,0.001413187,0.01242192,0.01423942,0.004123634,0.7852077],"study_design_scores_gemma":[0.0009903858,0.0126425,0.8618,0.005786273,0.003271132,0.001060438,0.007865574,0.007302514,0.02660819,0.02093989,0.0510732,0.0006600188],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5844758,0.04494849,0.2833599,0.001937396,0.002193438,0.01064303,0.002851996,0.0008140339,0.06877598],"genre_scores_gemma":[0.8414469,0.007231042,0.1420766,0.0007367342,0.0003481067,0.003815619,0.00102826,0.000345721,0.002971098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1448981,"threshold_uncertainty_score":0.7663034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178146902102545,"score_gpt":0.4086037390958477,"score_spread":0.2907890488855933,"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."}}