{"id":"W4245767301","doi":"10.24908/iqurcp.9300","title":"Regional Dispersal Influences Zooplankton Community Response to Dreissena polymopha Invasion","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zooplankton; Dreissena; Biological dispersal; Ecology; Species richness; Biology; Zebra mussel; Abundance (ecology); Fishery; Mussel; Population; Bivalvia; Mollusca","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001430898,0.0001861058,0.0001892459,0.0002275711,0.0001695263,0.000197448,0.0001133027,0.0001649767,0.0006655215],"category_scores_gemma":[0.0003938064,0.0001570652,0.0001754129,0.00008481023,0.0001654461,0.0001879327,0.0003389743,0.0002523625,0.00008087357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002638336,"about_ca_system_score_gemma":0.000135813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003952797,"about_ca_topic_score_gemma":0.01420301,"domain_scores_codex":[0.9999235,0.00001727407,0.000006852787,0.00002792647,0.00001008804,0.00001435214],"domain_scores_gemma":[0.9996892,0.00004112928,0.0001419326,0.00001664693,0.00003201713,0.00007898905],"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":[0.0005668844,0.0001142863,0.45521,0.00009505517,0.00009668862,0.0002020768,0.0003598443,0.0007345785,0.5375645,0.00003927373,0.00008324356,0.004933561],"study_design_scores_gemma":[0.000004806432,0.0001576576,0.9975411,0.000002159597,0.00001408881,0.00003681157,0.00009408208,0.0002808296,0.001779384,0.000009181634,0.00007747429,0.000002403112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998308,0.00003421127,0.00002699047,0.000007549043,4.289605e-7,0.000001308042,0.00002782356,0.000001686879,0.00006909672],"genre_scores_gemma":[0.9996583,0.00003938771,0.00007140556,0.00001544619,7.933705e-7,0.000003442483,0.00005718959,8.345727e-7,0.0001531711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003952797,"threshold_uncertainty_score":0.007859588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207379734196172,"score_gpt":0.3731884540412664,"score_spread":0.2524504806216492,"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."}}