{"id":"W4403165393","doi":"10.61091/jcmcc122-24","title":"The Legal System of Natural Ecological Protection and Restoration in Newly Built Areas Based on the Multi-Dimensional Character-Istics of the Ecosystem","year":2024,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Character (mathematics); Natural (archaeology); Ecosystem; Ecology; Geography; Environmental science; Environmental resource management; Biology; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005258111,0.0002302851,0.000170235,0.0006461355,0.0007498701,0.001135077,0.0006581217,0.0003249832,0.002208809],"category_scores_gemma":[0.001285446,0.0001186033,0.0002815623,0.0005533493,0.0007913332,0.001517736,0.0007596927,0.0004121265,0.0001816939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159768,"about_ca_system_score_gemma":0.002506205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064417,"about_ca_topic_score_gemma":0.0142233,"domain_scores_codex":[0.999589,0.00007462111,0.00003313155,0.00009802484,0.0001405388,0.00006469272],"domain_scores_gemma":[0.9995777,0.00005641159,0.00008267535,0.00006109921,0.0001418908,0.00008012246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001583795,0.000170834,0.04802573,0.000277158,0.00006849059,0.0004031351,0.00124577,0.413838,0.025831,0.2837903,0.009826387,0.2163649],"study_design_scores_gemma":[0.00004225429,0.0001418576,0.02657509,0.00005231192,0.0000521366,0.000363267,0.001107776,0.8611513,0.007536671,0.08161434,0.02129195,0.00007106411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4308721,0.00033712,0.5323195,0.0008364028,0.0001148016,0.0002096732,0.0004558481,0.0003712089,0.0344833],"genre_scores_gemma":[0.9570124,0.0001360346,0.03935928,0.00002119774,0.00001280367,0.00006802321,0.0001570971,0.00002709022,0.003206115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01064417,"threshold_uncertainty_score":0.02116442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00907757464060539,"score_gpt":0.216685955081419,"score_spread":0.2076083804408136,"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."}}