{"id":"W6949361989","doi":"10.5281/zenodo.14286043","title":"Perilampus sonora Yoo & Darling 2024, sp. nov.","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Holotype; French horn; Plank; Twig; Type locality; Sternum","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002424785,0.0008938753,0.000481829,0.001317731,0.001689074,0.0006059353,0.0007290593,0.0009409851,0.01323985],"category_scores_gemma":[0.0006549069,0.000461276,0.0002273341,0.001156361,0.0007063464,0.002068225,0.0009290476,0.00103561,0.006663516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00069867,"about_ca_system_score_gemma":0.0007630236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01837416,"about_ca_topic_score_gemma":0.02861327,"domain_scores_codex":[0.9997761,0.00002121459,0.00002358212,0.00008682791,0.00005755856,0.00003472654],"domain_scores_gemma":[0.9996346,0.00006547553,0.0001548342,0.00003221225,0.00008074129,0.0000321299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00117977,0.0002933343,0.04278531,0.002090166,0.0001449061,0.008590306,0.002972442,0.001686229,0.01671286,0.005015684,0.1101879,0.8083411],"study_design_scores_gemma":[0.000414582,0.000441191,0.3272299,0.001741005,0.0004012683,0.01898831,0.003798533,0.001316616,0.003261532,0.001914538,0.6404058,0.00008669598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3387375,0.04815743,0.01141459,0.002664715,0.004618571,0.00205916,0.0181595,0.001215022,0.5729735],"genre_scores_gemma":[0.8801988,0.01768881,0.01897519,0.003127357,0.00095984,0.001962545,0.009808445,0.0001573618,0.06712163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01837416,"threshold_uncertainty_score":0.04429173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179781121368494,"score_gpt":0.2678271954351388,"score_spread":0.2360293842214539,"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."}}