{"id":"W7083319853","doi":"10.5281/zenodo.17198270","title":"Effects of No Single-use Plastic Policy on Household's Buying Behavior of Food Products in Bohol, Philippines","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Sustainability; Food products; Ordered logit; Public policy; Food policy; Affect (linguistics); Consumer behaviour","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":[0.0008857095,0.0002321125,0.0002309989,0.0003116083,0.0006142901,0.0006770322,0.0003943914,0.0003340486,0.002242705],"category_scores_gemma":[0.002603032,0.0001473491,0.0003201945,0.000454981,0.0005918158,0.0004429055,0.000760172,0.0004983036,0.0001517944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486826,"about_ca_system_score_gemma":0.001397268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04431544,"about_ca_topic_score_gemma":0.06289475,"domain_scores_codex":[0.9990502,0.000484706,0.00004207809,0.00008113718,0.0001332677,0.000208651],"domain_scores_gemma":[0.9970334,0.0009927872,0.001056861,0.0001039255,0.0002930399,0.0005200067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006625823,0.001619358,0.9585543,0.0002463665,0.0001473764,0.001126866,0.007962647,0.0007470173,0.003464446,0.0003879043,0.0005300734,0.02455096],"study_design_scores_gemma":[0.00000617262,0.0005093773,0.9902365,0.00002527385,0.00002417971,0.00004351298,0.007751424,0.0003536822,0.0003253334,0.0000433319,0.0006716725,0.000009584101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994075,0.00004037493,0.00001786327,0.00009378728,0.000001775435,0.000004753318,0.00002347188,0.000002107475,0.0004082792],"genre_scores_gemma":[0.9995654,0.00006537548,0.00004411826,0.00002709388,0.000002259636,0.0000106855,0.00002636679,8.027068e-7,0.0002578258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04431544,"threshold_uncertainty_score":0.08811498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2366263783871474,"score_gpt":0.5521898311953791,"score_spread":0.3155634528082317,"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."}}