{"id":"W1980658678","doi":"10.1111/j.1365-2427.2006.01614.x","title":"Quantifying rotifer species richness in temperate lakes","year":2006,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Species richness; Littoral zone; Ecology; Habitat; Rarefaction (ecology); Pelagic zone; Species diversity; Biodiversity; Biology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.0001953562,0.0001258767,0.0001681188,0.00004818286,0.00009367368,0.00001263334,0.000178614,0.0001606292,0.01882517],"category_scores_gemma":[0.000009962376,0.00009402512,0.00003008694,0.0001319003,0.0003128957,0.00009274019,0.0001117864,0.0001232634,0.004208802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000603316,"about_ca_system_score_gemma":0.000005554537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000728768,"about_ca_topic_score_gemma":0.03686332,"domain_scores_codex":[0.9989688,0.0001081199,0.0002259536,0.0002834894,0.00005136731,0.0003623179],"domain_scores_gemma":[0.9997547,0.00002852245,0.00003923982,0.000149319,0.000003987695,0.00002425054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006851883,0.0000632295,0.9015676,0.000001540434,0.000001668055,0.00001618834,0.00006601756,0.00007966436,0.09318779,0.0006291831,0.004300367,0.00007986333],"study_design_scores_gemma":[0.0003705218,0.00005686234,0.94608,0.000004122401,0.000006413046,0.000009605017,0.00004465893,0.0004686638,0.02682783,0.001853734,0.02406311,0.0002145059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942477,0.00001696975,0.00009879604,0.0003392783,0.000298997,0.0001253692,0.00001357335,0.00003394379,0.004825333],"genre_scores_gemma":[0.9940736,0.000002619111,0.0005346492,0.0002352426,0.00006564727,0.0000288337,0.00005529654,0.000008350037,0.004995764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06635997,"threshold_uncertainty_score":0.9965665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514394840807964,"score_gpt":0.2464678393079769,"score_spread":0.2213238908998973,"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."}}