{"id":"W2919638883","doi":"10.12976/jib/2019.09.1.2","title":"<p><strong>Acridid (Orthoptera: Caelifera) diversity in agriculture ecosystems at three </strong><strong>locations in the Mzab valley, Septentrional Sahara, Algeria</strong></p>","year":2019,"lang":"en","type":"article","venue":"Journal of Insect Biodiversity","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development","funders":"","keywords":"Acrididae; Grasshopper; Quadrat; Species richness; Ecology; Abundance (ecology); Ecosystem; Biodiversity; Orthoptera; Subfamily; Fauna; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001784206,0.0001735475,0.0001216693,0.0009386556,0.0003576835,0.0003268858,0.0001646972,0.0001107656,0.0008176963],"category_scores_gemma":[0.0001514007,0.0001094994,0.0001055645,0.0007404266,0.0003503688,0.0001550493,0.0003038884,0.00008992588,0.0001157718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005364024,"about_ca_system_score_gemma":0.0002898285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03090343,"about_ca_topic_score_gemma":0.08156822,"domain_scores_codex":[0.9998872,0.00001887377,0.00001034637,0.00002770217,0.00002145817,0.00003437118],"domain_scores_gemma":[0.9998232,0.00001605754,0.00006669817,0.000008557147,0.00002738352,0.00005807528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007955198,0.00002684404,0.9851149,0.00003108756,0.00003069238,0.0001954253,0.001214863,0.0001033589,0.004000056,0.00003501394,0.0001602584,0.009007898],"study_design_scores_gemma":[8.07009e-7,0.000008973251,0.999532,0.000001609798,0.000002112045,0.00004299531,0.0002007183,0.0000289804,0.0000721465,0.000002141703,0.0001066365,7.977836e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996617,0.00003756572,0.00001489866,0.000004377177,4.475911e-7,0.000002314223,0.0001391745,9.778275e-7,0.0001385113],"genre_scores_gemma":[0.9992464,0.0000712207,0.0001425318,0.0000050277,0.000001910042,0.000005951401,0.0002582181,6.326742e-7,0.0002682568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03090343,"threshold_uncertainty_score":0.06144708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145296417897459,"score_gpt":0.2123931848360897,"score_spread":0.1809402206571151,"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."}}