{"id":"W2811112274","doi":"10.1111/fwb.13132","title":"Local context and connectivity determine the response of zooplankton communities to salt contamination","year":2018,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Zooplankton; Biological dispersal; Ecology; Dominance (genetics); Environmental science; Littoral zone; Context (archaeology); Biology; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004998118,0.00007596554,0.0001217857,0.00003053396,0.0001146904,0.000009412272,0.0001277832,0.00006184914,0.0005205292],"category_scores_gemma":[0.00005822337,0.00005025718,0.00001309668,0.00004759902,0.001411998,0.00005472446,0.000204137,0.00004014841,0.0000991873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003729419,"about_ca_system_score_gemma":0.000004339794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004237045,"about_ca_topic_score_gemma":0.0415783,"domain_scores_codex":[0.9991606,0.0004106103,0.0001402258,0.0001110469,0.00004636208,0.0001311164],"domain_scores_gemma":[0.9994696,0.0002325587,0.00005501131,0.0001968355,0.00001672202,0.00002930869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00114868,0.00001865336,0.4672687,0.000004204273,0.00001199901,8.809568e-7,0.00331503,0.00000293374,0.5153289,0.0002935284,0.0006813371,0.01192509],"study_design_scores_gemma":[0.0004607893,0.00106242,0.5164414,0.00001063475,0.00001050419,0.00006193306,0.0008372803,0.0003957669,0.4430249,0.0007136053,0.03685654,0.0001242273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974693,0.000006930173,0.001516255,0.0004004602,0.0002958019,0.0001653555,0.00005183094,0.00001565885,0.00007842676],"genre_scores_gemma":[0.9994171,0.000001598069,0.0001803192,0.0003113824,0.00003184432,0.00001373567,0.00001005801,0.000004991565,0.00002891524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07230401,"threshold_uncertainty_score":0.9759104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336994547176184,"score_gpt":0.2364728591621751,"score_spread":0.2231029136904133,"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."}}