{"id":"W7116864230","doi":"10.1007/s10460-025-10807-z","title":"A framework for assessing the contribution of alternative food initiatives to food system transformations towards sustainability","year":2025,"lang":"en","type":"article","venue":"Agriculture and Human Values","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Lunds Universitet","keywords":"Sustainability; Transformative learning; Food systems; Action (physics); Food policy; Sustainable development; Action research; Transformation processes","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":[],"consensus_categories":[],"category_scores_codex":[0.0002473649,0.0001633823,0.0002488316,0.00001371653,0.0007858821,0.0001416466,0.0001992346,0.0001302673,0.000005285411],"category_scores_gemma":[0.0001464225,0.00004602864,0.0001253245,0.000400076,0.00007349936,0.0002250133,0.00004711527,0.0001362493,3.146297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005918503,"about_ca_system_score_gemma":0.00001574624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004410092,"about_ca_topic_score_gemma":0.0002630129,"domain_scores_codex":[0.9990352,0.0001053487,0.0002773092,0.0002297355,0.0001422756,0.0002101639],"domain_scores_gemma":[0.9989838,0.0003083131,0.0001149465,0.00005078145,0.0004898371,0.00005232016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001995455,0.0001459479,0.0008284427,0.0001557688,0.0001839575,2.182219e-7,0.00361561,0.000007300835,0.02075266,0.9672559,0.001448943,0.00558527],"study_design_scores_gemma":[0.0005663986,0.002467374,0.6860974,0.0006742168,0.0002737854,0.000005609028,0.07197547,0.00001566028,0.0609451,0.1624033,0.01409874,0.0004769116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858081,0.000463401,0.00129553,0.01006945,0.0001059338,0.001213829,0.0001834182,0.00006945863,0.0007908936],"genre_scores_gemma":[0.9992555,0.00001077849,0.0001183394,0.0001603117,0.0002323056,0.0001099742,0.0000741987,6.495151e-7,0.00003789517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8048527,"threshold_uncertainty_score":0.6044449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947084028136271,"score_gpt":0.28648414134995,"score_spread":0.2670133010685873,"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."}}