{"id":"W3127562396","doi":"10.1007/s10745-021-00214-3","title":"Resilience, Rationalism, and Response in Modern Chinese Social-Ecological Systems","year":2021,"lang":"en","type":"article","venue":"Human Ecology","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Resilience (materials science); Ecological systems theory; Rationalism; Ecology; Sociology; Social system; Environmental ethics; Epistemology; Social science; Biology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009849393,0.00008019862,0.0002253774,0.00003843212,0.0005964127,0.00006401786,0.0001193644,0.0001836562,0.0002245372],"category_scores_gemma":[0.0003748809,0.00007187047,0.00003704455,0.0001070726,0.0003573105,0.0001462433,0.00007030488,0.0001399881,0.00001523556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223808,"about_ca_system_score_gemma":0.0003024324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007170411,"about_ca_topic_score_gemma":0.02980018,"domain_scores_codex":[0.9986568,0.0004834204,0.00023216,0.0002609101,0.000102509,0.000264191],"domain_scores_gemma":[0.9994147,0.0003012601,0.00009944411,0.00008422679,0.0000462787,0.00005407571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001525406,0.0002337183,0.5728466,0.00001762673,0.00001879935,0.0001708649,0.04785093,0.0002168756,0.0007483678,0.3752189,0.00200291,0.0005218138],"study_design_scores_gemma":[0.0003817759,0.00003645341,0.966438,0.00000272815,0.000001812573,0.000004950406,0.00262223,0.0001323901,0.000001189798,0.02541566,0.004869115,0.00009369045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881492,0.0001971677,0.000006877877,0.002756554,0.0002344737,0.0001361458,0.000006317695,0.00002110511,0.008492198],"genre_scores_gemma":[0.9929947,0.00007021074,0.00001789046,0.0003548934,0.0001926156,0.00003298309,0.000004493675,0.000005208916,0.006327042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3935914,"threshold_uncertainty_score":0.9879034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785695116083445,"score_gpt":0.3188205727622367,"score_spread":0.3009636216014022,"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."}}