{"id":"W2766838430","doi":"10.1016/j.appet.2017.10.036","title":"Vegetarian or meat? Food choice modeling of main dishes occurs outside of awareness","year":2017,"lang":"en","type":"article","venue":"Appetite","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Food choice; Affect (linguistics); Context (archaeology); Social psychology; Order (exchange); Advertising; Medicine; Communication; Geography; Business","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":[0.002019655,0.0002934688,0.0004582778,0.0001970326,0.0002939944,0.001451228,0.0005435093,0.0007054685,0.006191998],"category_scores_gemma":[0.006823402,0.0003595038,0.0008948705,0.0002057671,0.0003127494,0.001097861,0.0004940929,0.0009343338,0.0004305651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003299784,"about_ca_system_score_gemma":0.0004861499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008604704,"about_ca_topic_score_gemma":0.01539285,"domain_scores_codex":[0.9994777,0.0002690659,0.00001159902,0.0001472586,0.00002779358,0.00006672626],"domain_scores_gemma":[0.9959997,0.003185191,0.0003112197,0.0002488075,0.00008824655,0.0001668644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006260891,0.004190677,0.793748,0.0003014191,0.001354448,0.0004786522,0.002616522,0.0578034,0.01503155,0.0270455,0.002081917,0.0890871],"study_design_scores_gemma":[0.0002194987,0.001239069,0.3182759,0.00008779038,0.0005673908,0.0001996933,0.001819993,0.64397,0.002464612,0.02892693,0.002158225,0.00007082115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877189,0.00005879518,0.009493954,0.0002968025,0.00001683675,0.00002507781,0.00009038844,0.00002409201,0.002275092],"genre_scores_gemma":[0.9961796,0.00003237521,0.002337733,0.00007320596,0.000005343569,0.00001775146,0.00005930446,0.000008435774,0.00128624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008604704,"threshold_uncertainty_score":0.02071428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1579653512278552,"score_gpt":0.4272794100707073,"score_spread":0.2693140588428521,"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."}}