{"id":"W4386827577","doi":"10.21203/rs.3.rs-3296860/v1","title":"Ecological interactions amplify cumulative effects in marine ecosystems","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke; University of Guelph; Bedford Institute of Oceanography; University of Toronto; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Institut Nordique De Recherche En Environnement Et En Santé Au Travail; Fonds de recherche du Québec – Nature et technologies; Western Canada Research Grid; Compute Canada","keywords":"Cumulative effects; Ecosystem; Marine ecosystem; Ecology; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009235044,0.0004058621,0.0004659515,0.001142336,0.000882083,0.002107973,0.0004072378,0.0004332049,0.004092963],"category_scores_gemma":[0.002964889,0.0002088755,0.0003963248,0.0007453791,0.001652712,0.001195333,0.003247581,0.0004761767,0.0001338506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894056,"about_ca_system_score_gemma":0.001045077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03961936,"about_ca_topic_score_gemma":0.07551524,"domain_scores_codex":[0.99953,0.0001081381,0.00002486053,0.00009880017,0.0001053503,0.0001328939],"domain_scores_gemma":[0.9976616,0.0007154642,0.0005963627,0.0001895028,0.0003284482,0.0005086775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004141449,0.000225042,0.9129865,0.0001806021,0.0006426054,0.0007448618,0.001337809,0.0208909,0.02158453,0.009968603,0.0006287035,0.03039558],"study_design_scores_gemma":[0.000006054613,0.0001260761,0.9789551,0.00001862645,0.0001025621,0.0001167576,0.001682706,0.007691055,0.0007722091,0.009444279,0.00106169,0.00002277231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937309,0.0002593992,0.00143287,0.0001822637,0.000008450142,0.00001091343,0.0001250869,0.00002069753,0.004229448],"genre_scores_gemma":[0.9994717,0.00005260585,0.000202919,0.00001725571,0.000004658107,0.000001965937,0.00001888476,0.000001898212,0.00022804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03961936,"threshold_uncertainty_score":0.07877749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078046724452761,"score_gpt":0.3988165513178114,"score_spread":0.2910118788725352,"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."}}