{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000285328,0.0002166542,0.0002557549,0.00005533533,0.0003485913,0.0004055004,0.0006872724,0.00007776418,0.001678517],"category_scores_gemma":[0.0001841093,0.0001469136,0.0001096376,0.0004318032,0.0003095723,0.0002143797,0.0002817055,0.0001570293,0.002213357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008790271,"about_ca_system_score_gemma":0.0001593278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657826,"about_ca_topic_score_gemma":0.000587766,"domain_scores_codex":[0.9978845,0.0001464641,0.0002675525,0.0004893952,0.0005525979,0.0006595298],"domain_scores_gemma":[0.9984971,0.0002761501,0.0001351279,0.0007425791,0.0001123275,0.0002367637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005869552,0.0003275538,0.06818142,0.00007210512,0.0001207569,0.0002291148,0.003071609,0.00001837439,0.7218659,0.008671157,0.1630583,0.03379679],"study_design_scores_gemma":[0.001257077,0.0002527653,0.2310388,0.0001006844,0.00006788543,0.00004220265,0.00031498,0.0002245989,0.3903888,0.006725111,0.3688969,0.0006902237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918833,0.0007885394,0.0005058139,0.00269315,0.001037799,0.0002671008,0.00003528693,0.00009333787,0.002695624],"genre_scores_gemma":[0.9953922,0.0002385034,0.000291618,0.0004634974,0.00242078,0.00001014852,0.000008312325,0.00003175619,0.001143206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3314771,"threshold_uncertainty_score":0.9992341,"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."}}