{"id":"W4306761154","doi":"10.1111/cag.12812","title":"Exploring the context and elements of local environmental stewardship: An embedded case study of the Niagara Region, Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Stewardship (theology); Environmental stewardship; Context (archaeology); Environmental resource management; Sustainability; Environmental planning; Politics; Conceptual framework; Political science; Geography; Sociology; Ecology; Environmental science; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001854791,0.0004248737,0.0005296991,0.001705989,0.02161158,0.003980807,0.002291384,0.0009892111,0.002235247],"category_scores_gemma":[0.003382224,0.0004373967,0.0003137761,0.004717514,0.006294151,0.001096313,0.003617579,0.001491637,0.0001670112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09633108,"about_ca_system_score_gemma":0.1075359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903582,"about_ca_topic_score_gemma":0.9976618,"domain_scores_codex":[0.9974048,0.0008451355,0.00006678668,0.0002342275,0.0004235009,0.001025467],"domain_scores_gemma":[0.9969258,0.0008399035,0.0002792137,0.0001341812,0.0007971234,0.001023844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002459765,0.0007315036,0.146253,0.0006229491,0.00007563647,0.01608161,0.7748113,0.002151218,0.002804489,0.0123833,0.004886745,0.03895243],"study_design_scores_gemma":[0.00001559885,0.00008740192,0.06928277,0.0002613503,0.00003495455,0.0004299608,0.9076514,0.0008834414,0.0004387033,0.0004578044,0.02041165,0.00004489259],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895676,0.0004942791,0.0004703025,0.0009623132,0.00001123572,0.0001979402,0.0001888414,0.000007775041,0.008099805],"genre_scores_gemma":[0.995065,0.0005941092,0.001011497,0.0002213403,0.000003107513,0.00008459232,0.00009065009,0.00000901469,0.002920736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09633108,"threshold_uncertainty_score":0.6989342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424802870165256,"score_gpt":0.1963609122457387,"score_spread":0.1821128835440861,"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."}}