{"id":"W4416145364","doi":"10.1163/23524588-bja10304","title":"Role of women in the value chain of insects used as food and feed in Africa","year":2025,"lang":"","type":"article","venue":"Journal of Insects as Food and Feed","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Consumption (sociology); Value (mathematics); Food chain; Value chain; Production (economics); Baseline (sea); Food consumption; Malnutrition","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":[0.0007751077,0.0001699327,0.0001663887,0.000502375,0.001682552,0.001602484,0.000178159,0.0003768365,0.006037387],"category_scores_gemma":[0.001200048,0.0001209752,0.00008854509,0.00057899,0.001461778,0.001088944,0.00117772,0.0004421708,0.0002696971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009478186,"about_ca_system_score_gemma":0.0006945751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007749689,"about_ca_topic_score_gemma":0.01003207,"domain_scores_codex":[0.9993078,0.0003729149,0.0000155103,0.00003460042,0.00006935614,0.0001998887],"domain_scores_gemma":[0.9990672,0.0004217046,0.0002394375,0.00001184671,0.00007296043,0.0001868239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006184145,0.0002813559,0.2228334,0.001829859,0.00005357204,0.005996693,0.3051768,0.0001437997,0.004889839,0.06193449,0.01344823,0.3827935],"study_design_scores_gemma":[0.00002548424,0.0005580204,0.1884598,0.004408377,0.00005699048,0.003287109,0.4348125,0.000219181,0.001329959,0.007455699,0.3593296,0.00005720812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.860302,0.05356364,0.0004568918,0.01782494,0.0002978134,0.00003196188,0.000111205,0.000006811992,0.06740477],"genre_scores_gemma":[0.9766287,0.01660945,0.0001969731,0.000705237,0.00007376289,0.00001003355,0.00001657474,0.000004313515,0.005754882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007749689,"threshold_uncertainty_score":0.02019703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129925145897034,"score_gpt":0.223358568461706,"score_spread":0.2103660538720026,"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."}}