{"id":"W4404514644","doi":"10.15365/cate.2024.170203","title":"Reflecting on Local Ecological Stewardship, Care, and Action across Two Decades of Research","year":2024,"lang":"en","type":"article","venue":"Cities and the Environment","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Stewardship (theology); Action (physics); Environmental resource management; Environmental planning; Geography; Ecology; Political science; Environmental science; Biology","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":[0.0007201407,0.00006242276,0.00008997584,0.000005700828,0.0003311666,0.00006440753,0.00005869657,0.00004117117,0.00005268792],"category_scores_gemma":[0.00002326593,0.00001840191,0.00002863345,0.00006081956,0.0006678123,0.00003879224,0.0001284248,0.0001454275,0.000002933944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006648016,"about_ca_system_score_gemma":0.000003041537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001307523,"about_ca_topic_score_gemma":0.00006670024,"domain_scores_codex":[0.9992456,0.000136197,0.000101682,0.0001753673,0.0001687084,0.0001724246],"domain_scores_gemma":[0.9993488,0.0005701714,0.00001321876,0.0000287973,0.000008378009,0.00003059943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002555354,0.00004913504,0.01315508,0.0001459682,0.00003129041,0.000008323666,0.006765401,0.00003732657,0.003633347,0.01759157,0.0001388701,0.9581882],"study_design_scores_gemma":[0.0006673047,0.001355382,0.7060493,0.0001201575,0.00001674362,0.000009891479,0.1832693,0.0003237008,0.009609136,0.04825556,0.05004653,0.0002769945],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962192,0.001397281,0.000002097066,0.001236917,0.0000445228,0.0001526528,0.000005322356,0.0000127603,0.0009293072],"genre_scores_gemma":[0.9986414,0.0007931633,0.00001037569,0.00002446466,0.00005336942,0.00001790042,0.000003348929,4.721047e-7,0.0004555223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9579111,"threshold_uncertainty_score":0.2547099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0727752317567283,"score_gpt":0.3596511623448988,"score_spread":0.2868759305881705,"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."}}