{"id":"W3158128722","doi":"10.21203/rs.3.rs-430012/v1","title":"Vertical stratification of Diptera abundance and species richness in an Amazonian tropical forest","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Species richness; Abundance (ecology); Ecology; Fauna; Species diversity; Biology; Canopy; Geography","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":[0.0003745819,0.000135385,0.0002838105,0.00004521619,0.00009983212,0.0002274578,0.0003296439,0.0002766415,0.0001191689],"category_scores_gemma":[0.00009900112,0.00006160753,0.00006730042,0.0002693504,0.0002342962,0.0001045496,0.0002927729,0.0007056303,8.763253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006271848,"about_ca_system_score_gemma":0.00004267241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004082499,"about_ca_topic_score_gemma":0.006051132,"domain_scores_codex":[0.9980465,0.0003977813,0.0002833933,0.0004478901,0.0005040403,0.0003204519],"domain_scores_gemma":[0.999203,0.0001799324,0.00003405981,0.0001566128,0.0003240144,0.0001023283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006054713,0.0002725225,0.7802757,0.0001002108,0.00000311511,0.0000245078,0.0002060191,0.000001507199,0.2040595,0.002983619,0.000006774782,0.01200602],"study_design_scores_gemma":[0.00007440119,0.0003561646,0.9922407,0.0001896,0.000003754158,0.000001755547,0.0005276318,0.000198031,0.005065369,0.001165933,0.00005723647,0.0001194626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998665,0.0002055716,0.0000109117,0.000375175,0.00003205132,0.0004470191,0.00003979044,0.00003277353,0.0001917386],"genre_scores_gemma":[0.9993274,0.0001711686,0.00006947821,0.000007138898,0.0001195576,0.0001286811,0.0001451002,0.000001447693,0.00003007567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.211965,"threshold_uncertainty_score":0.3376674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08021200906303932,"score_gpt":0.3588472246737371,"score_spread":0.2786352156106978,"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."}}