{"id":"W6923766753","doi":"10.15094/00009640","title":"Taxonomy of Navicula sensu lato (diatom) collected from inland waters in Arctic Canada","year":2012,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sensu; Taxonomy (biology); Arctic; The arctic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003177998,0.0003903625,0.0004263227,0.003116215,0.003095742,0.0009539792,0.0005608628,0.0003424003,0.001225318],"category_scores_gemma":[0.0006909743,0.0002622948,0.0002450576,0.005192956,0.0005829725,0.0003112271,0.0008067586,0.0002260661,0.0004443478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003775878,"about_ca_system_score_gemma":0.003931887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7586837,"about_ca_topic_score_gemma":0.8956828,"domain_scores_codex":[0.9994733,0.00002439183,0.00007278738,0.0001053628,0.0001400196,0.0001841952],"domain_scores_gemma":[0.9990417,0.00005693268,0.0001733133,0.00002428204,0.0004616654,0.000242121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001882525,0.00002022625,0.9710188,0.0001041608,0.0000604721,0.0002891576,0.004299473,0.0001044767,0.008880951,0.00009145812,0.0006341191,0.01430844],"study_design_scores_gemma":[0.00000152636,0.00002700196,0.9943493,0.00002250505,0.00001512276,0.0001572909,0.001765022,0.000031771,0.0002808142,0.000006951887,0.003338612,0.000004232269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928043,0.001097147,0.00005856947,0.00003397849,0.00001237758,0.00001575043,0.002756718,0.00001007959,0.003210901],"genre_scores_gemma":[0.9876902,0.002478717,0.0007839502,0.000112078,0.00001234929,0.00003870362,0.004389017,0.00001109652,0.004483798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2413163,"threshold_uncertainty_score":0.4854748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1917332379942424,"score_gpt":0.4868680504970375,"score_spread":0.2951348125027952,"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."}}