{"id":"W4415163412","doi":"10.1139/cjfas-2025-0045","title":"Canadian freshwater mussels and their host associations","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Museum of Nature","funders":"","keywords":"Host (biology); Context (archaeology); Juvenile; Larva; Metamorphosis; Fish <Actinopterygii>; Aquatic animal","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":[0.0005418014,0.0002990502,0.0003061797,0.002688467,0.001450408,0.001522514,0.0003467802,0.0003648465,0.002963084],"category_scores_gemma":[0.001883323,0.0001572624,0.0002843859,0.004493929,0.0007104841,0.0005864864,0.0005940062,0.0002845283,0.0002242076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00631775,"about_ca_system_score_gemma":0.01254617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8429921,"about_ca_topic_score_gemma":0.952317,"domain_scores_codex":[0.9994527,0.00004511179,0.00004806024,0.00008158367,0.0002960789,0.00007659283],"domain_scores_gemma":[0.9988158,0.0002217235,0.0002253155,0.00002220493,0.0006389545,0.00007608639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002900792,0.00002516545,0.2212653,0.01931277,0.0004560387,0.002208024,0.008389851,0.0007511048,0.005205394,0.006857233,0.03417239,0.7010666],"study_design_scores_gemma":[0.00001187292,0.00005902137,0.4563318,0.009415637,0.0007782255,0.00189097,0.006097814,0.0001414803,0.001021988,0.0009969294,0.5231718,0.00008243734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1055935,0.8369585,0.0005284017,0.002801331,0.000240272,0.00003313868,0.00366437,0.00004060736,0.0501399],"genre_scores_gemma":[0.3546264,0.6346566,0.001052221,0.0007448234,0.00008905188,0.00001823736,0.001290815,0.000009483768,0.007512427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1570079,"threshold_uncertainty_score":0.315865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195487691043273,"score_gpt":0.2075425524247654,"score_spread":0.1955876755143326,"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."}}