{"id":"W2139183630","doi":"10.1126/science.1226727","title":"Arthropod Diversity in a Tropical Forest","year":2012,"lang":"en","type":"article","venue":"Science","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":629,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Arthropod; Tropical forest; Ecology; Diversity (politics); Geography; Biology; Agroforestry","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":[0.0002267895,0.00003222915,0.00003835768,0.00002418551,0.0003660239,0.000004621533,0.0001587758,0.00001511557,0.0002473725],"category_scores_gemma":[0.0000620061,0.00002767811,0.000009238393,0.0002958512,0.0009763826,0.0003649734,0.0005534893,0.00004983676,0.0004373091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009092945,"about_ca_system_score_gemma":0.000005196602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004292962,"about_ca_topic_score_gemma":0.001682121,"domain_scores_codex":[0.9994465,0.00001095654,0.00004713224,0.0001101677,0.0001419207,0.0002432999],"domain_scores_gemma":[0.9998413,0.00001941116,0.00001401908,0.00006716113,0.000002569589,0.0000555363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001081051,0.00003176242,0.9968075,2.830126e-7,2.335913e-7,5.177052e-7,0.0006420736,0.0001253587,0.00007588845,0.002021104,0.00002684115,0.0002673327],"study_design_scores_gemma":[0.00006873535,0.00001132903,0.9974148,7.102127e-7,7.242036e-7,0.000001219864,0.00008281416,0.000695157,0.00002069051,0.001406055,0.0002604499,0.00003725822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873028,0.00001803123,0.0002451099,0.0002091171,0.000145305,0.0000388735,2.376081e-7,0.000008337501,0.01203223],"genre_scores_gemma":[0.9991296,0.000005176478,0.0005578786,0.0001417266,0.0000087717,0.000002063576,8.304098e-8,7.088344e-7,0.000154025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01187821,"threshold_uncertainty_score":0.562087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582652154019983,"score_gpt":0.2479486277583997,"score_spread":0.2321221062181998,"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."}}