{"id":"W3189259804","doi":"10.2196/31389","title":"The Food Equity and Environmental Data Sovereignty (FEEDS) Project: Protocol for a Quasi-Experimental Study Evaluating a Digital Platform for Climate Change Preparedness","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Waterloo; University of Saskatchewan","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Food security; Climate change; Sustainability; Equity (law); Participatory action research; Environmental resource management; Food systems; Business; Environmental planning; Political science; Economic growth; Economics; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.06859511,0.00387847,0.004922938,0.002877351,0.008541431,0.004595914,0.004507387,0.008022833,0.09137226],"category_scores_gemma":[0.0579307,0.004494487,0.00256916,0.002852553,0.006614174,0.004992284,0.005709769,0.01090845,0.01932747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005754122,"about_ca_system_score_gemma":0.02623241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004847213,"about_ca_topic_score_gemma":0.0074665,"domain_scores_codex":[0.9622977,0.02584589,0.003081867,0.002791247,0.002641025,0.003342278],"domain_scores_gemma":[0.9480007,0.02102859,0.005315043,0.009343759,0.0101431,0.006168801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2963274,0.12902,0.00597831,0.0436038,0.0007691775,0.002361946,0.04142122,0.006108311,0.009260058,0.04498234,0.1940237,0.2261438],"study_design_scores_gemma":[0.2743821,0.0763587,0.02124378,0.01545154,0.0005103637,0.000356989,0.01711223,0.004585096,0.005606842,0.03601298,0.5476616,0.0007179232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002761934,0.00007304104,0.00237546,0.0002601004,0.0001491666,0.9918276,0.0009692667,0.00008545685,0.001497872],"genre_scores_gemma":[0.0007691177,0.00002052226,0.00117742,0.00006609118,0.000009093896,0.9977502,0.00004397427,0.000003885958,0.0001596503],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09137226,"threshold_uncertainty_score":0.36277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8860097337603647,"score_gpt":0.7328163657335185,"score_spread":0.1531933680268462,"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."}}