{"id":"W4403641483","doi":"10.52968/28469840","title":"Responsible Stakeholders in Food Risks Communication and Informed Consumers in Surulere Area of Lagos State, Nigeria","year":2022,"lang":"en","type":"article","venue":"˜The œNewsorbit","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"State (computer science); Business; Environmental health; Risk communication; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001651355,0.0001260191,0.0003447456,0.0004927068,0.0001103714,0.00003159121,0.0003564466,0.00005680543,0.0002216174],"category_scores_gemma":[0.0002744265,0.0001401554,0.00004272963,0.0006050293,0.0001238743,0.0001843286,0.0002384843,0.0003638375,0.00001203806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370471,"about_ca_system_score_gemma":0.0002091861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007045898,"about_ca_topic_score_gemma":0.02211093,"domain_scores_codex":[0.9986113,0.0001233557,0.000699164,0.0002175435,0.00006310249,0.0002855037],"domain_scores_gemma":[0.9983454,0.0006380084,0.0003900053,0.0005588077,0.00001658058,0.00005122515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002996415,0.00009583066,0.982497,0.00005851924,0.00004000002,0.000002969609,0.01037317,0.002365778,0.00007546514,0.00175597,0.001048631,0.001386994],"study_design_scores_gemma":[0.005027096,0.0003102678,0.9012502,0.00005836433,0.000004999594,0.000009822247,0.007514123,0.002489463,0.0001328259,0.02746003,0.05524312,0.0004996495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993494,0.001657409,0.00002570438,0.0007044762,0.00007724672,0.0004466251,0.0002999476,0.00001507096,0.003279547],"genre_scores_gemma":[0.9986985,0.0004489445,0.00005921896,0.0003777304,0.0000025093,0.00006757585,0.00002669058,0.00001781171,0.0003010054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08124679,"threshold_uncertainty_score":0.9995663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638233369251093,"score_gpt":0.2897136494143551,"score_spread":0.1258903124892457,"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."}}