{"id":"W4230994051","doi":"10.1890/0012-9623-92.4.415","title":"Symposium 17. Revolutionary Ecology: Defining and Conducting Stewardship and Action as Ecologists and Global Citizens","year":2011,"lang":"en","type":"article","venue":"Bulletin of the Ecological Society of America","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); State (computer science); Political science; Environmental ethics; Call to action; Action (physics); Ecology; Sociology; Law; Biology; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03539531,0.001331801,0.0007865342,0.00133518,0.008339572,0.01850387,0.002126474,0.008437876,0.0203934],"category_scores_gemma":[0.01296678,0.0009957678,0.001367614,0.00117428,0.008720448,0.009574743,0.01405886,0.01288598,0.005522595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00895033,"about_ca_system_score_gemma":0.03626724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008308492,"about_ca_topic_score_gemma":0.01262708,"domain_scores_codex":[0.9835987,0.00914409,0.0005643251,0.001429579,0.002167132,0.003096214],"domain_scores_gemma":[0.983734,0.002724204,0.0009078579,0.0008413214,0.002426157,0.009366349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001018088,0.0001526261,0.001354599,0.0003467522,0.00001855835,0.0002534795,0.01434843,0.000148352,0.001098504,0.07362518,0.8513917,0.05716001],"study_design_scores_gemma":[0.00001042471,0.0000296354,0.0006855357,0.0002883709,0.000003618383,0.00002997773,0.004667967,0.00003531626,0.0001685869,0.004554546,0.9895158,0.000010166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007952699,0.04644273,0.005149073,0.7186949,0.08298841,0.000614789,0.000474775,0.0002864416,0.1373963],"genre_scores_gemma":[0.1521421,0.0434268,0.0148007,0.1841288,0.03799904,0.002550257,0.001429881,0.0009282973,0.5625941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03539531,"threshold_uncertainty_score":0.1871905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04361513135266658,"score_gpt":0.2570750224011089,"score_spread":0.2134598910484423,"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."}}