{"id":"W2781882609","doi":"10.11646/phytotaxa.333.1.8","title":"Cyclotella deceusteriana, a new centric diatom species (Bacillariophyta) from the sub-Antarctic Region","year":2018,"lang":"en","type":"article","venue":"Phytotaxa","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Belgian Federal Science Policy Office; Polar Knowledge Canada","keywords":"Taxon; Biology; Diatom; Ecology; Taxonomy (biology); Algae; Botany; Zoology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007948837,0.0003851518,0.0001401953,0.001122432,0.0009414479,0.0006402157,0.000313853,0.0002916989,0.001348697],"category_scores_gemma":[0.0002194875,0.0001547405,0.0001062487,0.0006816933,0.0003583312,0.0004262887,0.0008193982,0.0004405559,0.0003416976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004629055,"about_ca_system_score_gemma":0.0004442444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00954619,"about_ca_topic_score_gemma":0.02516996,"domain_scores_codex":[0.9999288,0.000004149204,0.000009456156,0.00002734422,0.0000196176,0.00001052621],"domain_scores_gemma":[0.9998618,0.0000182224,0.0000482156,0.00001363374,0.00002666433,0.00003133272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003576399,0.00007792172,0.3889484,0.0008739086,0.00006011552,0.004085069,0.004239323,0.0004124804,0.2541493,0.0004184551,0.0008953306,0.3454821],"study_design_scores_gemma":[0.00001720045,0.0002696742,0.9539431,0.0001609686,0.00004409252,0.008519803,0.002300163,0.0002771293,0.004363176,0.0001431156,0.029942,0.00001962207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909571,0.002753085,0.0005036274,0.000110153,0.00003146713,0.00005487714,0.0004116775,0.00003305747,0.005144953],"genre_scores_gemma":[0.9907739,0.002802391,0.002295844,0.0001235495,0.00002973095,0.00004493947,0.001275582,0.000004736567,0.002649371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00954619,"threshold_uncertainty_score":0.01898128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043387649014859,"score_gpt":0.2553499000018837,"score_spread":0.2249160235117351,"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."}}