{"id":"W3045122888","doi":"10.1007/s00436-020-06819-9","title":"Distribution of parasites of slimy sculpin Cottus cognatus Richardson, 1836 (Scorpaeniformes: Cottidae) in the Athabasca drainage, Alberta, Canada, and their relation to water quality","year":2020,"lang":"en","type":"article","venue":"Parasitology Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Huntsman Marine Science Centre; Environment and Climate Change Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cottidae; Sculpin; Biology; Tributary; Ecology; Parasite hosting; Cottus; Fishery; Habitat; Fish <Actinopterygii>; Geography","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":[0.0001277262,0.000275144,0.0001482391,0.001863384,0.0009315778,0.0005073192,0.0003829698,0.0002340943,0.001154349],"category_scores_gemma":[0.0003117099,0.0001647796,0.0001485242,0.001576468,0.0006748228,0.0002043742,0.0002951459,0.0002152595,0.0001649172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003815311,"about_ca_system_score_gemma":0.001785514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8634098,"about_ca_topic_score_gemma":0.9626366,"domain_scores_codex":[0.9998336,0.0000100842,0.000009702697,0.00002871578,0.00004738335,0.00007048345],"domain_scores_gemma":[0.9995669,0.00001922514,0.0001285147,0.000008025308,0.0001436022,0.0001336868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007495749,0.00002644273,0.9947972,0.00001989983,0.00002082489,0.0001010363,0.0007146763,0.00003807681,0.001409271,0.000032819,0.0001920078,0.002572966],"study_design_scores_gemma":[6.299683e-7,0.000008860932,0.9995587,0.000001893508,0.00000246585,0.00003421076,0.0002980538,0.00001200877,0.00001910354,0.000001864199,0.00006125231,9.999779e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998725,0.0002001352,0.00001415693,0.00001386367,0.000001738209,0.000006269318,0.000465857,0.00000263212,0.0005703137],"genre_scores_gemma":[0.9985941,0.0002081346,0.00005640528,0.00001532122,0.000001898064,0.000003866965,0.0004321623,0.000001062056,0.000686961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1365902,"threshold_uncertainty_score":0.2747893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215548137606339,"score_gpt":0.3233161829026591,"score_spread":0.2911607015265957,"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."}}