{"id":"W4408468098","doi":"10.1002/pan3.70016","title":"Horizontal portability: A proposal for representing place‐based relational values in research and policy","year":2025,"lang":"en","type":"article","venue":"People and Nature","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; International Development Research Centre","funders":"National Institute of Food and Agriculture; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig","keywords":"Software portability; Computer science; Sociology; Programming language","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":[0.06517721,0.001167347,0.0009198253,0.007298327,0.006362513,0.02054165,0.004098341,0.00704491,0.00983025],"category_scores_gemma":[0.07202257,0.001478056,0.002736363,0.008312893,0.05159229,0.06333396,0.02246376,0.008983552,0.001299072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009473579,"about_ca_system_score_gemma":0.01054959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00659465,"about_ca_topic_score_gemma":0.004878944,"domain_scores_codex":[0.9575369,0.03252678,0.002474431,0.002823497,0.003211319,0.00142706],"domain_scores_gemma":[0.9248229,0.04275013,0.005124438,0.01884414,0.005845851,0.002612495],"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":[0.00001133589,0.00001542823,0.0003198096,0.00004894174,0.00001022437,0.00006332582,0.006149486,0.0005030399,0.0001165215,0.9825737,0.0005833443,0.009604774],"study_design_scores_gemma":[0.00001792679,0.00002405935,0.0001893536,0.0002498066,0.0000262163,0.00007557299,0.004970419,0.002348599,0.0003567686,0.9508168,0.04089464,0.00002989034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01084098,0.0004965513,0.8720182,0.02749156,0.0005887714,0.0004752068,0.0001706555,0.0005139801,0.08740397],"genre_scores_gemma":[0.4962797,0.0007445951,0.4901932,0.002234036,0.0003681137,0.001440064,0.0002115156,0.0002610292,0.008267623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06517721,"threshold_uncertainty_score":0.3446941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415764787686647,"score_gpt":0.428879805534691,"score_spread":0.3873033267660262,"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."}}