{"id":"W2379821920","doi":"","title":"Investigation on Plant Invasion and Bio-diversity Conservation on Eco-highway in Henan Province","year":2012,"lang":"en","type":"article","venue":"Subgrade Engineering","topic":"Forest, Soil, and Plant Ecology in China","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revegetation; Vegetation (pathology); Plant diversity; Native plant; Diversity (politics); Geography; Plant species; Invasive species; Agroforestry; Ecology; Introduced species; Environmental science; Biology; Archaeology; Land reclamation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004711784,0.0000868631,0.00008880951,0.00012559,0.0002312108,0.00001809539,0.00007602889,0.0001136089,0.000005565404],"category_scores_gemma":[0.0001684096,0.00008626425,0.00001356324,0.0001272566,0.00005889397,0.0002201901,0.00003002171,0.0001618898,0.00001366265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130575,"about_ca_system_score_gemma":0.00003570525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408425,"about_ca_topic_score_gemma":0.003623022,"domain_scores_codex":[0.999336,0.00005897195,0.00009552015,0.0001245455,0.0001410566,0.000243888],"domain_scores_gemma":[0.9995537,0.0002387451,0.00003669479,0.0000634886,0.00000723174,0.0001000719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002051585,0.00002714634,0.941725,0.0000321473,0.000005492986,0.000006891405,0.01043374,0.0005505916,0.0002718237,0.04593858,0.0007420793,0.0002459725],"study_design_scores_gemma":[0.0003467178,0.0001005245,0.9885661,0.0001305024,0.000007454739,0.000002490883,0.000418639,0.002469963,0.001992663,0.0007999553,0.004924838,0.0002401276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976486,0.00004877796,0.00001216474,0.0008891461,0.0004364122,0.0001676389,0.00001060675,0.00007328957,0.0007133402],"genre_scores_gemma":[0.9994368,0.00006170898,0.000119936,0.0001639036,0.0001276022,0.000004386498,0.00002632159,0.000005240756,0.00005410502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0468411,"threshold_uncertainty_score":0.3517754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03949070774834055,"score_gpt":0.2223182319877433,"score_spread":0.1828275242394028,"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."}}