{"id":"W6930768879","doi":"10.5281/zenodo.14610642","title":"Oribatida","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Banana Cultivation and Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Algoma University","funders":"","keywords":"Peat; Bog; Species richness; Checklist; Habitat; Ecological succession; Global biodiversity; Quadrat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004409508,0.00007563856,0.00006518987,0.00004060182,0.001421061,0.001038303,0.0005124275,0.00004873968,0.04063423],"category_scores_gemma":[0.0001821722,0.00003299923,0.00004755949,0.0007646892,0.00007926563,0.0001687661,0.000368974,0.0001909133,0.01345947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005155326,"about_ca_system_score_gemma":0.000001052808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002427467,"about_ca_topic_score_gemma":0.000001051583,"domain_scores_codex":[0.9989167,0.0001499047,0.0001228608,0.0002801617,0.0002794921,0.0002508778],"domain_scores_gemma":[0.9995418,0.00003928213,0.00001676789,0.00007120673,0.0002081385,0.0001227619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008445943,0.00003536349,0.000001802814,0.00001760937,0.00001328363,0.000009838703,0.0001567388,0.000002227038,0.06406023,0.007882491,0.1754748,0.7523372],"study_design_scores_gemma":[0.00005022203,0.0001062823,0.001923275,0.00002091739,0.000002581804,0.00003189323,0.0001512788,0.0002873757,0.0007036775,0.000200996,0.9964341,0.00008737941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3707662,0.0008230265,0.0005658333,0.01953389,0.0004877616,0.0008694074,0.000524249,0.004685894,0.6017438],"genre_scores_gemma":[0.9931532,0.00009328082,0.00004528909,0.0001233327,0.0003416916,2.997417e-8,0.001321068,0.00006793,0.00485417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8209593,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04839368766100862,"score_gpt":0.2445536591575684,"score_spread":0.1961599714965598,"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."}}