{"id":"W6904560924","doi":"10.1371/journal.pone.0299100.s002","title":"Demographic questionnaire.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Focus group; Social sustainability; Food systems; Food processing; Qualitative research; Sustainable agriculture; License","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016047,0.0009532261,0.001079106,0.002118693,0.001771359,0.001254594,0.001370663,0.001104246,0.2962982],"category_scores_gemma":[0.003841018,0.0005234221,0.0004476351,0.002322233,0.000310662,0.001137256,0.001093306,0.001921316,0.1016369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003492723,"about_ca_system_score_gemma":0.006728408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0759002,"about_ca_topic_score_gemma":0.1142213,"domain_scores_codex":[0.9991499,0.000108561,0.0001042886,0.0001411413,0.000277976,0.0002179906],"domain_scores_gemma":[0.9979109,0.0002192785,0.00013195,0.0001254521,0.001342286,0.0002701589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003599019,0.0008929436,0.02195784,0.001004154,0.00001599742,0.0003436221,0.002550697,0.0001819456,0.0005524813,0.002666477,0.8661363,0.1033376],"study_design_scores_gemma":[0.0001800883,0.000392923,0.06944612,0.0006916582,0.00002080453,0.0003789383,0.004668702,0.0003292258,0.0003036895,0.0009301028,0.9225907,0.00006701997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05077495,0.001338802,0.002203976,0.004377745,0.001210254,0.02717127,0.5621613,0.0007293521,0.3500324],"genre_scores_gemma":[0.08763305,0.006185732,0.01360454,0.009576096,0.0005246709,0.09150809,0.2733753,0.0003700514,0.5172224],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2962982,"threshold_uncertainty_score":0.9912161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008627205707190902,"score_gpt":0.2223884289683496,"score_spread":0.2137612232611587,"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."}}