{"id":"W7091681025","doi":"10.6084/m9.figshare.30361156","title":"Additional file 2 of Co-designing interventions to increase food access: perceptions and experiences of community member end-users","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Guelph","funders":"","keywords":"Psychological intervention; Perception; Qualitative research; Quality (philosophy); Work (physics); Intervention (counseling)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001666847,0.00009641186,0.0002108315,0.0002230723,0.001027702,0.000009654742,0.0003350805,0.00008778537,0.986217],"category_scores_gemma":[0.006321184,0.00009706886,0.00006513363,0.0003319588,0.0000307336,0.0001388649,0.0006165804,0.0004813944,0.0002250622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007013585,"about_ca_system_score_gemma":0.0006964059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002323177,"about_ca_topic_score_gemma":0.001108634,"domain_scores_codex":[0.9983987,0.0006777734,0.0004884586,0.00008865818,0.0001382781,0.000208128],"domain_scores_gemma":[0.9924289,0.006652255,0.0001927357,0.0002933326,0.0002787064,0.0001540442],"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":[0.00001605771,0.00008745918,0.0001108302,0.001540792,0.0000132801,1.267377e-7,0.02215985,4.751916e-7,0.000002804098,0.00001576249,0.9753191,0.0007334754],"study_design_scores_gemma":[0.0004391601,0.0001987066,0.1098327,0.02992667,0.00001186619,8.404577e-7,0.275013,0.000009481205,0.00004831822,0.0001800647,0.5841624,0.0001768193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0161633,0.0000289569,0.000006066659,0.0001497123,0.00002817072,0.0005503754,0.9632019,0.00003403828,0.01983746],"genre_scores_gemma":[0.244236,0.000001873875,0.001164748,0.001221588,0.00002120148,0.006852211,0.745266,0.000009270278,0.001227148],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.985992,"threshold_uncertainty_score":0.7904357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2350365485752099,"score_gpt":0.485890168158468,"score_spread":0.250853619583258,"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."}}