{"id":"W4386953935","doi":"10.1016/j.jglr.2023.09.001","title":"Morphological variation in extinct Aulacoseira (Bacillariophyta) species from Lake Towuti, with a description of novel species","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Canadian Museum of Nature; University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; University of Windsor","keywords":"Taxon; Diatom; Biology; Taxonomy (biology); Genus; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004152894,0.000146389,0.0004516267,0.0008527965,0.0001302798,0.0002478478,0.0005449557,0.000125005,0.001939532],"category_scores_gemma":[0.0008237816,0.0000979875,0.0000984656,0.001534746,0.0004021991,0.0004838652,0.0002068985,0.0005617048,0.00008050679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001627282,"about_ca_system_score_gemma":0.0003079232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002417884,"about_ca_topic_score_gemma":0.001152027,"domain_scores_codex":[0.9960257,0.0003485601,0.000622243,0.0002798129,0.002127887,0.0005957793],"domain_scores_gemma":[0.9978386,0.0006199862,0.0002328254,0.0002731342,0.0008786336,0.0001568495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007615606,0.0002846918,0.02893035,0.00004650736,0.0000240321,0.0005411368,0.0007357525,0.0004928298,0.9664491,0.0004507307,0.0009381316,0.0003451428],"study_design_scores_gemma":[0.002192408,0.00122219,0.9576027,0.0003509186,0.00001284502,0.00009332556,0.001100955,0.001297644,0.03065666,0.0008025052,0.004481461,0.0001863869],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962642,0.0001156134,0.0004341764,0.0004896048,0.0001561779,0.0002004871,0.0001074056,0.00001731333,0.002215088],"genre_scores_gemma":[0.9956902,0.000313812,0.001336613,0.000008840174,0.0003149526,0.000008273363,0.000009517534,0.00001726607,0.002300561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9357924,"threshold_uncertainty_score":0.9989728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427705701913279,"score_gpt":0.3382526559725673,"score_spread":0.1954820857812394,"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."}}