{"id":"W4377942200","doi":"10.1007/978-3-030-22767-8_342","title":"Gender and Food Security","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Niagara College","funders":"","keywords":"Food security; Business; Political science; Geography; Archaeology; Agriculture","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":[0.0003299004,0.0005904731,0.0002904711,0.0007708759,0.002667029,0.003154825,0.0004603675,0.001907586,0.03477883],"category_scores_gemma":[0.0005149129,0.000211545,0.0001684727,0.001188552,0.00266058,0.002331977,0.001523933,0.002032819,0.006562281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002168746,"about_ca_system_score_gemma":0.001844342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01494317,"about_ca_topic_score_gemma":0.04987768,"domain_scores_codex":[0.9998486,0.00005723627,0.000002789312,0.00001686501,0.00004047403,0.00003405438],"domain_scores_gemma":[0.9999213,0.00003885645,0.000004500321,0.000006301268,0.00001302494,0.00001600223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001389502,0.00005353338,0.0003040994,0.00008880071,0.000002789357,0.0001063317,0.005179108,0.0001157516,0.0001263299,0.5746549,0.3381803,0.08117414],"study_design_scores_gemma":[0.000002463685,0.000008417082,0.000514406,0.0002374974,0.000001314998,0.00007490869,0.002447198,0.00003057644,0.00003520881,0.05168367,0.9449609,0.000003512445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00118442,0.03454609,0.000267729,0.006580163,0.001473229,0.00001792136,0.00005320719,0.00001164437,0.9558655],"genre_scores_gemma":[0.02191811,0.02265288,0.0003283237,0.004657789,0.0007330851,0.00005416146,0.00005266256,0.00002540904,0.9495776],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03477883,"threshold_uncertainty_score":0.1163468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3585577803132458,"score_gpt":0.4534483570050222,"score_spread":0.09489057669177636,"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."}}