{"id":"W381757575","doi":"10.1007/978-94-6091-669-4_18","title":"Environmental Sustainability and Ecological Systems","year":2011,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Outdoor education; Mathematics education; Geography; Pedagogy; Psychology; Ecology; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142692,0.0006754867,0.0003238141,0.000589005,0.0008483325,0.003812646,0.0003326268,0.001105214,0.01411933],"category_scores_gemma":[0.0005203714,0.0001818342,0.0002440089,0.001364346,0.003351544,0.002302772,0.00152668,0.001633218,0.001922912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002151832,"about_ca_system_score_gemma":0.001609645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002694255,"about_ca_topic_score_gemma":0.005412531,"domain_scores_codex":[0.9997742,0.00009242563,0.000007465554,0.00003707103,0.00006085185,0.00002795609],"domain_scores_gemma":[0.9998716,0.00005594314,0.00001028359,0.00002050905,0.00002535565,0.0000162518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003133777,0.00001704838,0.0004120341,0.0001696504,0.00001133166,0.00004965368,0.0007166573,0.001188208,0.0001953288,0.8602551,0.06303644,0.07394546],"study_design_scores_gemma":[0.000001696103,0.000008444023,0.0005208988,0.0001961349,0.00000358951,0.00006701521,0.0004908865,0.0002742721,0.00007106299,0.3670161,0.6313462,0.000003708592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004657377,0.09261148,0.00654578,0.01643159,0.001265765,0.00002281857,0.000172436,0.00011708,0.8781757],"genre_scores_gemma":[0.3389624,0.1193526,0.008449083,0.005749325,0.002334167,0.000109021,0.0005208472,0.0002240755,0.5242985],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01411933,"threshold_uncertainty_score":0.04723388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347500549692633,"score_gpt":0.1669579642852568,"score_spread":0.1534829587883305,"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."}}