{"id":"W4225829614","doi":"10.1007/978-981-16-7045-9_13","title":"Natural Environment","year":2022,"lang":"en","type":"book-chapter","venue":"Dynamics of Asian development","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Enforcement; Quarter (Canadian coin); Deforestation (computer science); Natural (archaeology); Environmental protection; Political science; Environmental planning; Psychology; Geography; Law; Computer science","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":[0.0001761617,0.000337037,0.000142968,0.0004954755,0.001141334,0.001930721,0.0003058293,0.0006147153,0.08251218],"category_scores_gemma":[0.0002666288,0.0001224629,0.0001254035,0.0004943039,0.000902359,0.001112967,0.001050159,0.001160568,0.02718297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130479,"about_ca_system_score_gemma":0.001561607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01474037,"about_ca_topic_score_gemma":0.05361165,"domain_scores_codex":[0.9998925,0.00001787293,0.000003180907,0.00002096208,0.00005037498,0.00001500882],"domain_scores_gemma":[0.9999505,0.000007452556,0.000003260159,0.00001155392,0.00001781589,0.000009503537],"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":[0.000009649025,0.00002473689,0.0003269515,0.00008437176,0.00000321912,0.00008734647,0.0005565234,0.0002717951,0.0005186325,0.3941793,0.4301016,0.1738359],"study_design_scores_gemma":[3.304821e-7,0.000001261735,0.0001493351,0.00001806332,3.836033e-7,0.00002023367,0.0000525719,0.00001472709,0.00003317677,0.004876084,0.9948331,7.077366e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002820626,0.001287139,0.0003302139,0.0008073744,0.000248291,0.00001129779,0.00009272359,0.00003170025,0.9969093],"genre_scores_gemma":[0.004192823,0.001484925,0.0003033455,0.0004436583,0.00007602277,0.00001967471,0.00008554353,0.00002146442,0.9933726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08251218,"threshold_uncertainty_score":0.2760308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004286971169841399,"score_gpt":0.1919868745122263,"score_spread":0.1876999033423849,"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."}}