{"id":"W3118029193","doi":"10.1111/jbi.14044","title":"Scale‐dependent patterns of metacommunity structuring in aquatic organisms across floodplain systems","year":2020,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metacommunity; Biological dispersal; Floodplain; Spatial ecology; Ecology; Bacterioplankton; Temporal scales; Environmental science; Beta diversity; Geography; Biology; Biodiversity; Phytoplankton","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":[],"consensus_categories":[],"category_scores_codex":[0.000587556,0.0001073699,0.0003175643,0.00008707566,0.00009212351,0.00001750851,0.0003696305,0.00004927204,0.0001564684],"category_scores_gemma":[0.00003356691,0.00007937263,0.0001139472,0.0003443409,0.0001097316,0.0001763769,0.0003178648,0.0002292468,0.000009242856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002727301,"about_ca_system_score_gemma":0.000003045446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004180109,"about_ca_topic_score_gemma":0.001507679,"domain_scores_codex":[0.9987936,0.0001415688,0.0004868208,0.0001052299,0.0002772054,0.000195553],"domain_scores_gemma":[0.9993677,0.00005561354,0.0003742324,0.000120876,0.000009714424,0.00007188182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002649872,0.00007286048,0.9958644,0.00004522904,0.0001089075,0.00002346448,0.001609472,0.0006299408,0.001122621,0.000004400895,0.0001850405,0.0003071803],"study_design_scores_gemma":[0.0005930535,0.000231398,0.9927258,0.00003670675,0.00004966621,0.000009382573,0.003906774,0.0000734524,0.001956166,0.0001316556,0.0001911079,0.00009476685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984765,0.00008375618,0.0002980332,0.0006028106,0.0001727035,0.0001169748,0.0000137711,0.000006014006,0.0002294307],"genre_scores_gemma":[0.9993364,0.0001372759,0.0002483821,0.0002400879,0.00002338391,0.000001718054,8.706504e-7,0.000006095733,0.000005736153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003138514,"threshold_uncertainty_score":0.3236722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064191428338984,"score_gpt":0.220821127294008,"score_spread":0.2101792130106181,"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."}}