{"id":"W4396797872","doi":"10.1111/zsc.12661","title":"Hidden diversity in eastern North America: The genus <i>Ligidium</i> (Oniscidea, Ligiidae) in the southern Appalachian Mountains","year":2024,"lang":"en","type":"article","venue":"Zoologica Scripta","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Biology; Genus; Intraspecific competition; Ecology; Species complex; Phylogenetic tree; Phylogeography; Species diversity; Zoology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001919819,0.0001818832,0.0001619403,0.001037184,0.0007570876,0.0005006014,0.0001878942,0.0001695591,0.0008501468],"category_scores_gemma":[0.0001931894,0.0000860009,0.00008832802,0.0007191984,0.0003961909,0.0002142991,0.0004609502,0.0001302232,0.00009837349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443418,"about_ca_system_score_gemma":0.0002168308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02592755,"about_ca_topic_score_gemma":0.06574237,"domain_scores_codex":[0.999903,0.00001636486,0.000007230807,0.00003280824,0.0000152355,0.00002529505],"domain_scores_gemma":[0.9998449,0.00002764431,0.00005878922,0.000007720047,0.00003524446,0.00002566105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001330155,0.00002335326,0.9655838,0.00009696466,0.00005065585,0.000371512,0.0040993,0.00007190199,0.0103786,0.00007357215,0.0001133262,0.01900388],"study_design_scores_gemma":[9.331426e-7,0.00001027628,0.9986255,0.000008176838,0.000005739965,0.00006696312,0.0009689869,0.00002917815,0.00006073963,0.000009078702,0.0002130468,0.000001336129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994103,0.0001712533,0.0000283788,0.000007532422,0.000001155802,0.000001963433,0.00003811878,0.000001425938,0.0003399062],"genre_scores_gemma":[0.9996912,0.00008182118,0.00005302983,0.000006174746,0.000001985012,0.000002723131,0.00008752986,3.835192e-7,0.00007514035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02592755,"threshold_uncertainty_score":0.05155325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05617596093943059,"score_gpt":0.2017760412686399,"score_spread":0.1456000803292093,"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."}}