{"id":"W4404728054","doi":"10.1002/bes2.2200","title":"On the Crossroads of Ecology and Education","year":2024,"lang":"en","type":"article","venue":"Bulletin of the Ecological Society of America","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ecology; Geography; Environmental ethics; Biology; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002908744,0.00006222083,0.000114762,0.00000317839,0.00007950387,0.000004595413,0.0001944959,0.00005232562,0.009278177],"category_scores_gemma":[0.0001790772,0.00003235396,0.000130544,0.00009700394,0.001874037,0.000007439434,0.0002023212,0.0001090068,0.00003514138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009473933,"about_ca_system_score_gemma":0.00002257987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001803003,"about_ca_topic_score_gemma":0.000001039514,"domain_scores_codex":[0.9993516,0.00009960621,0.0001687491,0.000154535,0.0001310003,0.00009451662],"domain_scores_gemma":[0.9992247,0.0004728539,0.00009381594,0.0001792463,0.000005218493,0.00002418475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000324208,0.001854183,0.2306052,0.0001378691,0.00006030405,1.239161e-7,0.00251118,0.0006111039,0.003176639,0.003079958,0.7325211,0.02540987],"study_design_scores_gemma":[0.00003804037,0.0001600707,0.8809618,0.000007525781,0.00001085164,7.762583e-7,0.001490818,0.0001142265,0.000490541,0.003977662,0.1127055,0.00004218049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546863,0.00006529842,0.00000835928,0.03818589,0.0000958396,0.0002197363,0.000002844788,0.000005879328,0.006729824],"genre_scores_gemma":[0.9942923,0.00008685924,0.0007775893,0.002589837,0.0000076714,0.00002098394,5.400885e-7,0.000003092865,0.002221134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6503565,"threshold_uncertainty_score":0.9916275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005378368818812243,"score_gpt":0.2325054133939947,"score_spread":0.2271270445751824,"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."}}