{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002939581,0.001289201,0.001767465,0.0004626353,0.002222697,0.0006740628,0.003309247,0.0008200863,0.002509453],"category_scores_gemma":[0.0002592704,0.0006711287,0.001602474,0.001790749,0.0005140629,0.001894056,0.00211419,0.001989617,0.0008499819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655215,"about_ca_system_score_gemma":0.0005487678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310016,"about_ca_topic_score_gemma":0.05325275,"domain_scores_codex":[0.9897047,0.001333748,0.001869514,0.001554453,0.003180649,0.002356982],"domain_scores_gemma":[0.9946321,0.0007910032,0.001635454,0.0006867434,0.00112552,0.001129196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001637694,0.001994208,0.8814349,0.0001394105,0.0007795649,0.0007464723,0.0008829198,0.0004957566,0.05403795,0.0007382935,0.05324223,0.003870589],"study_design_scores_gemma":[0.004347829,0.00175469,0.8138692,0.0002778077,0.0002589849,0.0003300541,0.0007952269,0.0002579936,0.0006183492,0.00005838866,0.176094,0.001337544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984588,0.002023014,0.00003318299,0.003800356,0.001392734,0.001869153,0.001815238,0.00009868632,0.004379688],"genre_scores_gemma":[0.9958315,0.0009191261,0.0001901171,0.0003094309,0.001161432,0.00003314349,0.0006369635,0.00001170279,0.0009065702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1228517,"threshold_uncertainty_score":0.999986,"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."}}