{"id":"W4389580468","doi":"10.1016/j.tifs.2023.104292","title":"Plant-based dietary shift: Current trends, barriers, and carriers","year":2023,"lang":"en","type":"article","venue":"Trends in Food Science & Technology","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Business; Food products; Biotechnology; Marketing; Natural resource economics; Economics; Food science; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00258519,0.0002185975,0.0004863025,0.00107073,0.0004892659,0.002989837,0.0008094318,0.000748819,0.008202134],"category_scores_gemma":[0.003501997,0.0001680317,0.0004866579,0.002878131,0.001317667,0.002115647,0.001699636,0.001126463,0.0006352905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883616,"about_ca_system_score_gemma":0.002262948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02392309,"about_ca_topic_score_gemma":0.03242501,"domain_scores_codex":[0.9990023,0.0001426391,0.00009642685,0.0003631602,0.0002288183,0.0001667017],"domain_scores_gemma":[0.9963824,0.001153234,0.0008795616,0.0001687851,0.00104005,0.0003760867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009389417,0.0003123491,0.2727455,0.002982337,0.0002892176,0.0001427794,0.003062927,0.0002917565,0.003541633,0.02551022,0.00852879,0.6816536],"study_design_scores_gemma":[0.00004557434,0.000535671,0.7294834,0.00419733,0.0004400186,0.0006790826,0.01270746,0.0007201599,0.001767186,0.01398203,0.2353599,0.00008215563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.577612,0.3072195,0.00551919,0.06119901,0.001156307,0.00008101219,0.002903731,0.0002147732,0.04409454],"genre_scores_gemma":[0.8299357,0.1510088,0.00361379,0.00814537,0.0007055383,0.00005895898,0.001377396,0.00005825159,0.005096163],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02392309,"threshold_uncertainty_score":0.04756773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553538923703534,"score_gpt":0.2643502680566383,"score_spread":0.248814878819603,"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."}}