{"id":"W4400213235","doi":"10.1080/13504622.2024.2365395","title":"Perceptions of a sustainable diet among young adults","year":2024,"lang":"en","type":"article","venue":"Environmental Education Research","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Environmental education; Perception; Psychology; Education for sustainable development; Sustainability; Sociology; Pedagogy; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008128207,0.0001770118,0.000135828,0.0001469428,0.0003742972,0.0000831825,0.000316908,0.0001178213,0.01930094],"category_scores_gemma":[0.00008776521,0.0001510857,0.0001133879,0.0005943365,0.001325996,0.0007229296,0.0004489694,0.0004524848,0.001556845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966987,"about_ca_system_score_gemma":0.00007640478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003406348,"about_ca_topic_score_gemma":0.00007272032,"domain_scores_codex":[0.9975075,0.0002093218,0.0002813459,0.0005367426,0.0008520229,0.0006130612],"domain_scores_gemma":[0.9991606,0.0001000228,0.00003494571,0.0003870887,0.00000654442,0.0003107738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001848149,0.003009058,0.8702467,0.0003674946,0.00004975702,0.00004888403,0.0240839,0.0006478507,0.01526079,0.00169561,0.06488647,0.01951867],"study_design_scores_gemma":[0.0001220078,0.0003136129,0.8689127,0.00003949666,0.00001263848,0.00001594101,0.09693038,0.0001938716,0.0005933383,0.001331378,0.03133185,0.0002027801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713384,0.0003507218,0.00004547099,0.0004581104,0.0001265321,0.0007831945,0.00001687863,0.00004587489,0.02683485],"genre_scores_gemma":[0.9606124,0.000160516,0.00016654,0.00003178736,0.0000796606,0.0002278937,0.00007727761,0.00002499454,0.03861891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07284648,"threshold_uncertainty_score":0.9992206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007512628205390114,"score_gpt":0.3053765205376692,"score_spread":0.2978638923322791,"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."}}