{"id":"W7078851480","doi":"10.5281/zenodo.17002401","title":"F I G U R E 2 in Hidden in plain view: A new Labeo (Cyprinidae: Labeoninae) endemic to the Kouilou-Niari River basin in the Lower Guinea ichthyological province","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Meristics; Labeo; Drainage basin; New guinea; Biplot; Structural basin; Principal component analysis; River valley","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005208416,0.0003193275,0.0001284375,0.00149734,0.0004610961,0.0003662715,0.0001243932,0.0001917219,0.02525335],"category_scores_gemma":[0.0001595543,0.000139654,0.0001637753,0.001172381,0.0002974303,0.0001754432,0.000331308,0.0001895536,0.002731143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172525,"about_ca_system_score_gemma":0.0001324273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01290075,"about_ca_topic_score_gemma":0.03699365,"domain_scores_codex":[0.9999546,0.000004762219,0.000002227113,0.00001390174,0.0000112671,0.00001311984],"domain_scores_gemma":[0.9999164,0.00001937156,0.00001722246,0.000009380493,0.00001666646,0.00002096148],"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":[0.001407464,0.0002720395,0.3109081,0.0006720407,0.0000816152,0.002868728,0.003858974,0.00151791,0.134995,0.001411011,0.1301498,0.4118573],"study_design_scores_gemma":[0.00001659597,0.00005516265,0.9686576,0.00003483673,0.00001608812,0.000528952,0.0006211269,0.0007936179,0.002476,0.0001729736,0.02661283,0.00001426508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9225522,0.0001415822,0.006828478,0.0004435873,0.0002077679,0.0001594182,0.02656486,0.001794637,0.04130753],"genre_scores_gemma":[0.9279915,0.0002093524,0.0300201,0.0001686032,0.00004303896,0.00009839463,0.02236973,0.0006789282,0.01842029],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02525335,"threshold_uncertainty_score":0.08448088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133148428406471,"score_gpt":0.2382231322612935,"score_spread":0.2168916479772288,"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."}}