{"id":"W2557170965","doi":"10.3897/zookeys.635.10535","title":"Antarctotrechus balli sp. n. (Carabidae, Trechini): the first ground beetle from Antarctica","year":2016,"lang":"en","type":"article","venue":"ZooKeys","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ground beetle; Geography; Biology; Ecology; Zoology; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001720567,0.0001561759,0.0001767807,0.000006480979,0.0003959143,0.00004917135,0.0004202359,0.0001311594,0.01518069],"category_scores_gemma":[0.00003946833,0.00003903467,0.0001042408,0.0001218699,0.0001735326,0.0001478505,0.00009825886,0.0001139103,0.002354209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000482869,"about_ca_system_score_gemma":0.00001067644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007463049,"about_ca_topic_score_gemma":0.02881084,"domain_scores_codex":[0.9989065,0.000079747,0.0001926703,0.0003231593,0.0001241275,0.0003738282],"domain_scores_gemma":[0.9990909,0.0006185207,0.00006893102,0.0001155183,0.00002455155,0.00008157548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002436436,0.0004208816,0.5471501,0.000008240037,0.00019896,0.00007528684,0.0005640477,0.000001177268,0.02594546,0.005155953,0.07557973,0.3446566],"study_design_scores_gemma":[0.0002360134,0.0001754309,0.6088153,0.00001597789,0.00001688245,0.000004647136,0.0001346311,0.00002268652,0.001406787,0.004185969,0.3847968,0.0001889137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615946,0.00008612652,0.00001240123,0.02248119,0.0004424457,0.0001655458,0.00004436638,0.00007106547,0.01510221],"genre_scores_gemma":[0.9950992,0.0001238838,0.00005457294,0.002579445,0.0005094933,0.00002366948,0.00002211558,0.000001210883,0.001586382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3444676,"threshold_uncertainty_score":0.9991463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992011430600335,"score_gpt":0.1916473769787647,"score_spread":0.1717272626727613,"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."}}