{"id":"W2530888809","doi":"10.17521/cjpe.2005.0079","title":"A PRELIMINARY STUDY ON THE DISTRIBUTION PATTERNS AND CHARACERISTICS OF AMMOPIPTANTHUS MONGOLICUS POPULATIONS IN DIFFERENT DESERT ENVIRONMENTS","year":2005,"lang":"en","type":"article","venue":"Chinese Journal of Plant Ecology","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Quadrat; Shrub; Evergreen; Population; Range (aeronautics); Endangered species; Geography; Ecology; Population density; Biology; Forestry; Habitat; Demography","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":[0.000395785,0.000114025,0.0002347716,0.00004527739,0.00009627768,0.000005527091,0.0002159437,0.00006116388,0.00008977563],"category_scores_gemma":[0.000138017,0.00006115082,0.0000308152,0.00007950552,0.0001255013,0.00009502651,0.0001035881,0.0002104956,0.000008369548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001165765,"about_ca_system_score_gemma":0.000006246199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003780994,"about_ca_topic_score_gemma":0.002652591,"domain_scores_codex":[0.9990058,0.0001556799,0.0003729803,0.0001245931,0.0001718516,0.0001690888],"domain_scores_gemma":[0.9992925,0.0002731016,0.0002754025,0.0001051864,0.00000327257,0.00005054155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001106546,0.0006475584,0.9966279,0.000001495108,0.000009129365,0.00003860257,0.000730671,0.001057245,0.0003724777,0.00003152633,0.00008783339,0.0002848714],"study_design_scores_gemma":[0.0003981857,0.0006362462,0.9955049,0.000009213307,0.00001572296,0.0001323548,0.0001943993,0.002768517,0.00005290277,0.0001986141,0.00003067441,0.00005830859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985965,0.00001039144,0.00005324154,0.0008969878,0.0001258746,0.000189617,0.00009087285,0.000002063281,0.00003440829],"genre_scores_gemma":[0.9998401,0.000040182,0.00001277105,0.00004282637,0.00002788971,0.000006219246,0.0000106988,0.000002783641,0.00001646908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002614781,"threshold_uncertainty_score":0.2493658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695549392282244,"score_gpt":0.2464202374281177,"score_spread":0.2294647435052952,"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."}}