{"id":"W4415714989","doi":"10.1139/cjfas-2025-0140","title":"March of the Mussel: Is Atlantic Canada at risk of zebra mussel ( <i>Dreissena polymorpha</i> ) invasion?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Dreissena; Zebra mussel; Habitat; Invasive species; Recreation; Mussel","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003702939,0.0002225286,0.0001780427,0.0003161616,0.0007388646,0.001264654,0.0006072064,0.0004611656,0.001323383],"category_scores_gemma":[0.001772841,0.0001179172,0.0004458861,0.0003646709,0.0003998011,0.000431905,0.0003676528,0.0004220425,0.0001587164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005625641,"about_ca_system_score_gemma":0.004611601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9269909,"about_ca_topic_score_gemma":0.9541937,"domain_scores_codex":[0.9998572,0.00001469138,0.000005098592,0.00004212926,0.00004096394,0.00003983146],"domain_scores_gemma":[0.9995539,0.00006033748,0.0001273598,0.00002377864,0.0001669005,0.00006764879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000127338,0.0000201072,0.9624263,0.00002059868,0.0001202103,0.0001449451,0.0002221853,0.02519534,0.0009565977,0.0004432538,0.00131161,0.009011563],"study_design_scores_gemma":[0.00001061916,0.00004479901,0.9063002,0.0000372185,0.0001390041,0.0001070755,0.001209978,0.08846407,0.0005741594,0.0006907664,0.00238285,0.00003937762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946561,0.0001734984,0.000595599,0.0005803788,0.00001471896,0.000009624491,0.0007383761,0.00002742515,0.003204402],"genre_scores_gemma":[0.9987244,0.0000954481,0.0001672668,0.00003166158,0.000002720033,0.000001584321,0.0002693651,0.000003770983,0.0007037214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07300913,"threshold_uncertainty_score":0.1468781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008831154946587734,"score_gpt":0.1942027680258965,"score_spread":0.1853716130793087,"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."}}