{"id":"W3159400556","doi":"10.1007/s10530-021-02542-3","title":"Breathing space: deoxygenation of aquatic environments can drive differential ecological impacts across biological invasion stages","year":2021,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Analyses et Expérimentations pour les Ecosystèmes; Inland Fisheries Ireland; Agence Nationale de la Recherche; Centre National de la Recherche Scientifique; Environmental Protection Agency; Natural Environment Research Council; Canada Excellence Research Chairs, Government of Canada; Department for the Economy; European Commission; Alexander von Humboldt-Stiftung","keywords":"Biology; Deoxygenation; Ecology; Space (punctuation); Differential (mechanical device)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219956,0.0001816412,0.0001770413,0.0002016295,0.0001987692,0.0004806703,0.0001952915,0.0002218796,0.001843321],"category_scores_gemma":[0.0005464113,0.0001432174,0.000202629,0.000115087,0.0003787895,0.0003502372,0.0006887655,0.0003262227,0.0001029402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003166041,"about_ca_system_score_gemma":0.0001833886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431824,"about_ca_topic_score_gemma":0.003967047,"domain_scores_codex":[0.9998782,0.00002393769,0.000007483439,0.00003722663,0.00002564558,0.00002747885],"domain_scores_gemma":[0.9995964,0.00008539073,0.0001661202,0.00002630649,0.00003413517,0.00009172163],"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":[0.0009588681,0.0001848355,0.4580412,0.0002537941,0.0002716104,0.0001567273,0.0006486285,0.003686315,0.5208294,0.0004222175,0.0002311885,0.01431512],"study_design_scores_gemma":[0.000003786397,0.0003405622,0.9913772,0.000007545463,0.00003283844,0.00005132358,0.0002190244,0.002285783,0.005210644,0.0001907328,0.0002720136,0.000008472499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988739,0.00009498552,0.000438831,0.00002719547,0.000002452901,0.000006640522,0.0001014198,0.000008036834,0.000446521],"genre_scores_gemma":[0.999612,0.00002661013,0.0001280134,0.00001281608,0.000001149189,0.000006163274,0.00006445128,0.000002004308,0.000146806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002431824,"threshold_uncertainty_score":0.006166577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08484194922061844,"score_gpt":0.267903106828257,"score_spread":0.1830611576076386,"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."}}