{"id":"W2052849927","doi":"10.1046/j.1365-2427.2000.00583.x","title":"The biology and ecology of lotic microturbellarians","year":2000,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ecology; Habitat; River ecosystem; Predation; Biology; Range (aeronautics); Lake ecosystem; Population","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":[],"category_scores_codex":[0.0004378561,0.00009202453,0.0001910075,0.00003739014,0.0001423824,0.0000218534,0.0002973551,0.0001345658,0.002698534],"category_scores_gemma":[0.00003301089,0.00005084628,0.00003030106,0.00005586507,0.0008825507,0.00002330924,0.0001042323,0.00008468086,0.0003162478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007995752,"about_ca_system_score_gemma":0.00003184363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003054149,"about_ca_topic_score_gemma":0.0007823049,"domain_scores_codex":[0.9988631,0.0002348207,0.0002129186,0.0002373889,0.00003302224,0.0004187341],"domain_scores_gemma":[0.9994213,0.000221848,0.00004017919,0.0002296003,0.0000347085,0.00005235569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006645197,0.00003527184,0.02599103,0.00001079776,0.000017236,0.000003582273,0.00009942542,0.000002005428,0.9480248,0.01149349,0.001214271,0.01304163],"study_design_scores_gemma":[0.0007829659,0.0007976744,0.01425793,0.000007936595,0.00001519642,0.00005422574,0.0000405366,0.0001171031,0.2914338,0.02735747,0.6649079,0.0002273394],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964141,0.0007393385,0.0000152086,0.001223954,0.0002136967,0.0001263929,0.0000809769,0.00001843012,0.001167892],"genre_scores_gemma":[0.9977785,0.0004461126,0.0003673895,0.0001557006,0.0000846101,0.00001508756,0.00001353429,0.000008259759,0.001130857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6636936,"threshold_uncertainty_score":0.9982131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057325526124757,"score_gpt":0.2720018716264732,"score_spread":0.2614286163652256,"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."}}