{"id":"W6931411059","doi":"10.5281/zenodo.5185009","title":"Tetragonoderus deuvei Shpeley & Ball 2008, new species","year":2008,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ball (mathematics); Holotype; Fauna; Nova scotia; Vegetation cover","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002124951,0.0001250815,0.0001088863,0.00007007609,0.001755291,0.0002235401,0.0006624957,0.00004318726,0.07929543],"category_scores_gemma":[0.000331086,0.0001321761,0.00003771679,0.0003862619,0.0002404266,0.0001950542,0.0009137718,0.0001733649,0.03541837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558928,"about_ca_system_score_gemma":0.000003090765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001909773,"about_ca_topic_score_gemma":0.000002266934,"domain_scores_codex":[0.9986306,0.0000869012,0.0001836065,0.0003508866,0.0003722855,0.0003756683],"domain_scores_gemma":[0.9993061,0.0000176867,0.00006099996,0.0003175417,0.00005064477,0.0002470366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001646609,0.00006254703,0.0001458716,0.000006318558,0.00001188519,0.00003889648,0.001151676,0.0001772236,0.003309799,0.001187207,0.9388766,0.05501553],"study_design_scores_gemma":[0.0002778581,0.00008203422,0.02474624,0.000006224168,0.000005028523,0.0001325812,0.00009357781,0.0003432044,0.0002709379,0.0002587737,0.9736224,0.0001611776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05904483,0.00007590794,0.01843986,0.0009125322,0.0001718548,0.000351952,0.0001142748,0.0007075001,0.9201813],"genre_scores_gemma":[0.9451031,0.0003758074,0.003097978,0.0005250868,0.0002598767,2.790518e-8,0.0006349403,0.001125436,0.04887771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8860583,"threshold_uncertainty_score":0.9995443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04143343191671432,"score_gpt":0.2181901826992317,"score_spread":0.1767567507825174,"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."}}