{"id":"W4382877531","doi":"10.1332/dcsh5470","title":"Transitioning to a vegetarian or vegan diet: fractures and continuities in biography and practice","year":2023,"lang":"en","type":"article","venue":"Consumption and Society","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Friendship; Context (archaeology); Sociology; Psychology; Social psychology; Social environment; Developmental psychology; Social science; History","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":[0.000199116,0.00007219535,0.00009400715,0.00001037908,0.0002009019,0.00009021893,0.00002282375,0.00007247161,0.00004029267],"category_scores_gemma":[0.00003291273,0.00003006399,0.00003192929,0.0001709658,0.0000799367,0.0001330584,0.00002424074,0.00007871511,0.000004100985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000310344,"about_ca_system_score_gemma":0.000002139692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128569,"about_ca_topic_score_gemma":0.0004537245,"domain_scores_codex":[0.9995319,0.00004132156,0.00008376751,0.0001682749,0.00005839438,0.0001163248],"domain_scores_gemma":[0.9996441,0.000232745,0.00002147713,0.00001619239,0.00001752807,0.00006794675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001641921,0.0003259951,0.1970529,0.000350085,0.0003002824,0.000170136,0.2263037,0.000008370987,0.2372755,0.002462334,0.03650571,0.2976031],"study_design_scores_gemma":[0.0002536192,0.0001606512,0.9330145,0.00004013558,0.00001599299,0.00001959286,0.008070612,0.00003082417,0.00005774674,0.0002073224,0.05800782,0.0001211473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918209,0.0006432436,0.000002620262,0.007197552,0.00002938224,0.0001239449,0.00001379143,0.00004565582,0.0001229347],"genre_scores_gemma":[0.9958628,0.002304381,0.0001441669,0.001429155,0.00006177413,0.00001056737,0.00001972275,5.851393e-7,0.000166869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7359616,"threshold_uncertainty_score":0.1545195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03375580884932061,"score_gpt":0.2838729015949625,"score_spread":0.2501170927456419,"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."}}