{"id":"W43470709","doi":"","title":"Floristics and taxonomy of the endemic diatom flora of the ancient Malili Lakes, Sulawesi Island, Indonesia.","year":2005,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Nature","keywords":"Floristics; Flora (microbiology); Endemism; Geography; Taxonomy (biology); Diatom; Ecology; Biology; Taxon; Paleontology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001442266,0.0001582876,0.00008674498,0.001694381,0.0005384806,0.0004309408,0.0001622717,0.00008282136,0.001217141],"category_scores_gemma":[0.0002096953,0.00009246159,0.00008232003,0.0009583575,0.0004206795,0.0002130494,0.0003189922,0.0001205806,0.0001780693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004723544,"about_ca_system_score_gemma":0.0004071795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351357,"about_ca_topic_score_gemma":0.04251562,"domain_scores_codex":[0.9999437,0.000008844384,0.000009689692,0.00001551598,0.00001261827,0.00000959216],"domain_scores_gemma":[0.9999001,0.00001788722,0.00003245116,0.000004809306,0.00002218264,0.00002258963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001824448,0.00004981167,0.791092,0.0005226397,0.00004779358,0.0009119808,0.01402444,0.0002822,0.02061478,0.001334432,0.002574494,0.168363],"study_design_scores_gemma":[0.000001244043,0.00001869797,0.9942212,0.00001924738,0.000004863568,0.0004000149,0.0009871144,0.00009675558,0.0001145958,0.00006799469,0.004064957,0.000003237361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871563,0.003421768,0.0001389659,0.0001706673,0.00001223855,0.00003565134,0.0004431392,0.00001056494,0.008610806],"genre_scores_gemma":[0.9927807,0.002070322,0.001117097,0.00005188784,0.00001145186,0.00003015936,0.0006414236,0.000005544789,0.003291258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01351357,"threshold_uncertainty_score":0.02686983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140227959264713,"score_gpt":0.2172099034560279,"score_spread":0.1958076238633808,"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."}}