{"id":"W2389735838","doi":"","title":"Resources Saving,Environment Protection and Construction of Socialist New Countryside","year":2006,"lang":"en","type":"article","venue":"Journal of Guangxi Agriculture","topic":"Environmental Quality and Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Rural area; China; Harm; Government (linguistics); Economic shortage; Sustainable development; Business; Construct (python library); Population; Economic system; Economic growth; Political science; Economics; Sociology","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":[0.0002208784,0.000105023,0.0001633685,0.000022416,0.0001060732,0.00001981353,0.00007640454,0.0001070996,0.0003646005],"category_scores_gemma":[0.00001414698,0.00007387665,0.00007425533,0.00008982934,0.0002128299,0.0002395425,0.00004075788,0.0001636283,0.00001393982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866705,"about_ca_system_score_gemma":0.000005412265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091628,"about_ca_topic_score_gemma":0.0001697088,"domain_scores_codex":[0.9989743,0.00006763871,0.0003604581,0.000109489,0.0003775707,0.0001105181],"domain_scores_gemma":[0.9993058,0.00001850838,0.0005461281,0.0000606255,0.000005249266,0.00006361568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002075993,0.00039025,0.1051135,0.00006180842,0.00007662176,0.00001611299,0.002417926,0.004557264,0.8164538,0.001404657,0.04824145,0.021059],"study_design_scores_gemma":[0.0007382233,0.0002726966,0.8523561,0.00006043303,0.00009362558,0.0003685923,0.001045014,0.00001370926,0.01728637,0.004483769,0.1230778,0.0002036322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962066,0.0003343838,0.0006378021,0.001357962,0.0000920279,0.0001221537,0.000007569432,0.000005850253,0.001235643],"genre_scores_gemma":[0.9951434,0.0001576107,0.003289275,0.00009104743,0.0004091644,0.000001305647,0.000003890924,0.000006293177,0.0008980673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7991674,"threshold_uncertainty_score":0.399212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005115957166466064,"score_gpt":0.1775427662408756,"score_spread":0.1724268090744095,"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."}}