{"id":"W6930751700","doi":"10.5281/zenodo.15021010","title":"Euura lindqvisti ZMUO.","year":2025,"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":"University of Guelph","funders":"","keywords":"Holotype; Type (biology); Black spot; Paratype","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":[0.0001476484,0.0008531087,0.0004349656,0.001654508,0.001494405,0.0007988335,0.0006609049,0.0006525459,0.06119153],"category_scores_gemma":[0.0003570028,0.0003423455,0.0002212706,0.0006677347,0.0004396998,0.001493026,0.001564931,0.0007536048,0.02746412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006165177,"about_ca_system_score_gemma":0.0003400456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004214587,"about_ca_topic_score_gemma":0.007011454,"domain_scores_codex":[0.9998372,0.00002406045,0.00001560818,0.00006375225,0.00003455634,0.0000248002],"domain_scores_gemma":[0.9999278,0.00001375541,0.00002109965,0.00001112721,0.00001437494,0.00001177472],"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":[0.00015471,0.00005861085,0.002265588,0.0004300534,0.00002232087,0.0008154896,0.0006845846,0.0002705676,0.005624233,0.005964466,0.03816268,0.9455467],"study_design_scores_gemma":[0.00001900354,0.00005993606,0.0136124,0.000336263,0.00003216791,0.002584879,0.0004796344,0.0002376112,0.0008405039,0.001174569,0.9806085,0.00001457194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04643152,0.03577713,0.006701517,0.001245002,0.002338517,0.0003045704,0.005759035,0.001083509,0.9003593],"genre_scores_gemma":[0.4770043,0.02340068,0.01990157,0.001610667,0.0007617099,0.0003953188,0.01019416,0.0003255774,0.466406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06119153,"threshold_uncertainty_score":0.2047061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714151916800545,"score_gpt":0.2704684034018996,"score_spread":0.2433268842338942,"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."}}