{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000345113,0.0002755543,0.0004321378,0.00003016619,0.0004715301,0.00002469334,0.0003124411,0.0003853719,0.003039723],"category_scores_gemma":[0.001133178,0.0001843919,0.0001597135,0.0002557732,0.0008340559,0.0001073838,0.001559011,0.0002748209,0.0002071147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744689,"about_ca_system_score_gemma":0.00001421628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006922543,"about_ca_topic_score_gemma":0.0009401558,"domain_scores_codex":[0.9976494,0.0003977251,0.0004428214,0.0006650154,0.0002567534,0.0005882948],"domain_scores_gemma":[0.9988104,0.0005066807,0.0002089083,0.0002963064,0.0000080018,0.0001697207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004184405,0.001183807,0.8318893,0.000009294668,0.00009268862,0.0001216654,0.000476812,0.00008918098,0.161541,0.0006715347,0.002847916,0.001034974],"study_design_scores_gemma":[0.0004819403,0.000417303,0.986751,0.00001689264,0.00002537164,0.0000113361,0.0006184039,0.00006401571,0.008553502,0.00172151,0.001096454,0.0002423027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958258,0.00004371266,0.0005651159,0.00164195,0.0001822178,0.0003297794,0.00004530093,0.00005742865,0.00130868],"genre_scores_gemma":[0.9966251,0.001062852,0.0009246004,0.0008020669,0.00003686014,0.00005294243,0.0001314323,0.000008412662,0.000355715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1548617,"threshold_uncertainty_score":0.9978716,"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."}}