{"id":"W2800617133","doi":"10.1371/journal.pone.0196236","title":"The effect of cigarillo packaging elements on young adult perceptions of product flavor, taste, smell, and appeal","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill; Health Canada; University of North Carolina at Chapel Hill","keywords":"Flavor; Packaging and labeling; Taste; Perception; Product (mathematics); Food science; Advertising; Psychology; Business; Materials science; Mathematics; Chemistry; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004299849,0.00007561008,0.0001955956,0.000007589798,0.0002009337,0.00001659407,0.00009042511,0.00002247262,0.00007303013],"category_scores_gemma":[0.0005083107,0.00002284679,0.0000417067,0.0001536418,0.0001891736,0.0000231633,0.0000297953,0.00006106327,0.000008361807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004465849,"about_ca_system_score_gemma":0.00000110756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006760616,"about_ca_topic_score_gemma":0.0001305473,"domain_scores_codex":[0.9990435,0.0002412918,0.0001978252,0.0001686857,0.000215116,0.0001336078],"domain_scores_gemma":[0.999166,0.0005327198,0.00008711818,0.00006526893,0.0001077519,0.0000411251],"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":[0.00007896003,0.0001706978,0.1217589,0.00002890364,0.0001156953,2.792715e-7,0.00007010211,1.219195e-7,0.8217891,0.0004433417,0.00006804722,0.0554759],"study_design_scores_gemma":[0.0001628312,0.002455472,0.7940095,0.0001161514,0.0001884558,5.887194e-7,0.0002567128,0.0004142869,0.2019294,0.0003214731,0.00004020883,0.0001049502],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987788,0.00002208741,0.000008400366,0.0002376093,0.00001949942,0.000152694,0.00004066066,0.000007907674,0.0007323388],"genre_scores_gemma":[0.998721,0.00004327598,0.0009025778,0.00002225489,0.0001313964,0.000006147637,0.000009730911,6.175466e-7,0.0001630092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6722506,"threshold_uncertainty_score":0.154544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792862207247402,"score_gpt":0.2612367132638641,"score_spread":0.23330809119139,"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."}}