{"id":"W6928763269","doi":"10.3897/zookeys.709.20181.figure3","title":"Figure 3 from: Delaforge A, Suárez-Morales E, Walkusz W, Campbell K, Mundy CJ (2017) A new species of Monstrillopsis (Crustacea, Copepoda, Monstrilloida) from the lower Northwest Passage of the Canadian Arctic. ZooKeys 709: 1-16. https://doi.org/10.3897/zookeys.709.20181","year":2017,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dorsum; Holotype; Forehead; Taxonomy (biology); Confusion; Margin (machine learning)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003402491,0.0006056671,0.0006877508,0.0002568196,0.001917682,0.0006716654,0.003249258,0.0003076515,0.2927549],"category_scores_gemma":[0.0003314963,0.0004716765,0.0003846906,0.0004302359,0.001072669,0.0002104829,0.001663893,0.0009795479,0.01955443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004065223,"about_ca_system_score_gemma":0.0001858624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3510157,"about_ca_topic_score_gemma":0.007234397,"domain_scores_codex":[0.9965737,0.0003775843,0.0006186595,0.0007485888,0.0009172377,0.0007641781],"domain_scores_gemma":[0.9954847,0.0001063308,0.001065448,0.002252812,0.0006361671,0.0004545747],"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":[0.00004523149,0.0002158127,0.003224453,0.00005832562,0.000662996,0.00001485854,0.000613128,0.00001557946,0.0002321822,0.002109234,0.9880853,0.00472288],"study_design_scores_gemma":[0.0006874108,0.0001260487,0.004044552,0.0004075061,0.0002245492,6.848786e-7,0.0005670728,0.0000295989,0.0005652886,0.0003061205,0.9925649,0.0004762509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009735734,0.0006828,0.0001447101,0.00080287,0.0005147392,0.001282187,0.003812931,0.0001422074,0.9828818],"genre_scores_gemma":[0.3104365,0.0001408092,0.0001523834,0.00004976744,0.0008653595,3.755021e-7,0.004257731,0.001909519,0.6821875],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3437814,"threshold_uncertainty_score":0.9997735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436307725333758,"score_gpt":0.2188358872601523,"score_spread":0.1944728100068147,"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."}}