{"id":"W4400186651","doi":"10.1093/zoolinnean/zlae075","title":"A new Antarctic species of <i>Orchomenella</i> G.O. Sars, 1890 (Amphipoda: Lysianassoidea: Tryphosidae): is phase-contrast micro-tomography a mature technique for digital holotypes?","year":2024,"lang":"en","type":"article","venue":"Zoological Journal of the Linnean Society","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Amphipoda; Biology; Contrast (vision); Phase contrast microscopy; High contrast; Zoology; Crustacean; Optics; Physics","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":[0.000122118,0.000346586,0.000199644,0.0004667548,0.000725754,0.0003763647,0.0002533783,0.0005061906,0.001350111],"category_scores_gemma":[0.0001657498,0.0001337759,0.0001909054,0.0003378923,0.0005740172,0.0005660914,0.0006745688,0.0003954249,0.0004196405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013859,"about_ca_system_score_gemma":0.0002589416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182593,"about_ca_topic_score_gemma":0.002609935,"domain_scores_codex":[0.9999297,0.0000110659,0.00001035848,0.00002072514,0.00001444132,0.00001369724],"domain_scores_gemma":[0.9999079,0.00001796439,0.00002832715,0.00001110656,0.00001893109,0.00001569174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009933671,0.0001438576,0.2913576,0.001692845,0.0001356592,0.02035438,0.008986169,0.001210207,0.2917719,0.002776704,0.002907625,0.3776696],"study_design_scores_gemma":[0.00007882022,0.001500839,0.7624577,0.0005468318,0.0001881856,0.03423256,0.007530093,0.001294164,0.01487328,0.001012188,0.1761827,0.0001026733],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866508,0.003364731,0.001656525,0.0001876894,0.0001107391,0.00007594883,0.0002185351,0.0000429924,0.007691954],"genre_scores_gemma":[0.9876288,0.002339032,0.006611842,0.0003101309,0.0001184271,0.00004813575,0.0004655836,0.00001071995,0.002467371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001350111,"threshold_uncertainty_score":0.004516542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056137742110638,"score_gpt":0.2395440821169666,"score_spread":0.2289827046958602,"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."}}