{"id":"W2908687182","doi":"10.36510/learnland.v10i1.735","title":"Thinking Ecologically About Educational Contexts and Community","year":2016,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preamble; Charter; Interdependence; Meaning (existential); Environmental ethics; Sociology; Economic Justice; Work (physics); Poetry; Epistemology; Aesthetics; Political science; Law; Social science; Literature; Philosophy; Art; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005681982,0.00007914707,0.00007796549,0.00001220841,0.0005545216,0.00003155262,0.0001433126,0.00004535174,0.007407055],"category_scores_gemma":[0.0004574451,0.00005045699,0.00002141886,0.00004104059,0.0001739535,0.0001318524,0.0001797719,0.0002251004,0.0002608505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066521,"about_ca_system_score_gemma":0.000008902694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008616156,"about_ca_topic_score_gemma":0.0001100631,"domain_scores_codex":[0.9991317,0.0003151376,0.0001063463,0.0001517155,0.0001405181,0.0001545247],"domain_scores_gemma":[0.999261,0.0004850737,0.00004848667,0.0001221134,0.000004177344,0.00007918858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006707699,0.00009708992,0.9770908,0.000003868155,0.00000292181,2.983587e-7,0.001606037,0.0000428047,0.0007500034,0.0005233213,0.0004158776,0.01946031],"study_design_scores_gemma":[0.0001872034,0.00006033656,0.9710747,0.00000844084,0.000002824463,0.000004446567,0.0006909705,0.00001604376,0.00004312172,0.005989642,0.02183506,0.00008719871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765655,0.00003910517,0.00006408031,0.004197558,0.00004290403,0.00007327399,7.869224e-7,0.00003429681,0.01898252],"genre_scores_gemma":[0.9939287,0.00003015852,0.0003325122,0.0003907718,0.00002230124,0.00001367324,0.000003734036,0.000005540923,0.005272575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02141918,"threshold_uncertainty_score":0.9935003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006993588632764568,"score_gpt":0.2422338579498922,"score_spread":0.2352402693171276,"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."}}