{"id":"W4388777958","doi":"10.1007/978-3-031-45834-7","title":"Education as the Practice of Eco-Social-Cultural Change","year":2023,"lang":"en","type":"book","venue":"","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Social change; Sociology; Political science","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":[0.0004908059,0.0003549854,0.0001969015,0.0003909898,0.001584101,0.004576294,0.0005017443,0.001715502,0.01364484],"category_scores_gemma":[0.0006818018,0.0001388522,0.000161238,0.0006644932,0.004775834,0.003218503,0.001517745,0.002544858,0.003814384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216612,"about_ca_system_score_gemma":0.004139329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007457565,"about_ca_topic_score_gemma":0.01957619,"domain_scores_codex":[0.9996007,0.0001735662,0.00001112436,0.00002990836,0.0001410966,0.00004369277],"domain_scores_gemma":[0.9996996,0.0001721363,0.00001916555,0.00002268738,0.00003721604,0.00004925601],"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":[0.000005342059,0.00004068392,0.00009699643,0.0001688117,0.000001260658,0.00009075771,0.004622168,0.0002963212,0.0002358094,0.7798151,0.1133296,0.101297],"study_design_scores_gemma":[0.000002341994,0.000008853643,0.0001203633,0.0002778705,9.908542e-7,0.00006645306,0.001233989,0.0001356699,0.00006830277,0.03652096,0.9615614,0.000002787838],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001254778,0.02068242,0.003215317,0.01187834,0.001609857,0.00003426726,0.00001937659,0.0000721596,0.9612335],"genre_scores_gemma":[0.04562,0.02315991,0.005194802,0.004722266,0.00060566,0.00008176036,0.0000314866,0.00005728865,0.9205269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01364484,"threshold_uncertainty_score":0.04564655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049555078662731,"score_gpt":0.3810963481207567,"score_spread":0.3306007973341294,"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."}}