{"id":"W4406990692","doi":"10.1080/15528014.2025.2459995","title":"Queer food futures: recommendations for inclusive support systems for LGBTQ+ communities affected by food insecurity","year":2025,"lang":"en","type":"article","venue":"Food Culture & Society","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Queer; Futures contract; Food insecurity; Food security; Sociology; Business; Gender studies; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005426705,0.0004168224,0.000568755,0.00006897897,0.001965076,0.0001783127,0.0006168553,0.0007900384,0.0001080561],"category_scores_gemma":[0.00008468846,0.0003885428,0.0006489846,0.0004069505,0.0001563156,0.0002024797,0.000170751,0.0006462662,0.0000169872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283711,"about_ca_system_score_gemma":0.0003052716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518831,"about_ca_topic_score_gemma":0.005548693,"domain_scores_codex":[0.9976048,0.000359767,0.0006188016,0.0004417332,0.0002026548,0.0007722532],"domain_scores_gemma":[0.9978184,0.0004236096,0.0003121131,0.0006930344,0.0005841634,0.0001686536],"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":[0.0000549123,0.0004010829,0.0003356444,0.00164768,0.0009884208,8.05956e-8,0.06592795,7.580331e-7,0.00003175473,0.04521299,0.885106,0.0002927096],"study_design_scores_gemma":[0.003439473,0.002908174,0.0006408558,0.00007295397,0.0004109925,0.000006478739,0.06528491,0.00002088708,0.00004540064,0.006834305,0.9198664,0.0004691849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4038869,0.1158341,0.03274687,0.139161,0.04962919,0.04169191,0.128478,0.003820835,0.08475114],"genre_scores_gemma":[0.9602319,0.001948049,0.0008574339,0.008773038,0.00183517,0.00419136,0.00640947,0.0001038309,0.01564972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.556345,"threshold_uncertainty_score":0.9998567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393577362682904,"score_gpt":0.3718522220099085,"score_spread":0.3379164483830794,"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."}}