{"id":"W3034938211","doi":"10.1111/fme.12447","title":"Resource‐use, body condition and parasite load metrics indicate contrasting health of stocked and native game fishes in Canadian prairie lakes","year":2020,"lang":"en","type":"article","venue":"Fisheries Management and Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; Queen's University Belfast; University of Regina","keywords":"Pike; Esox; Perch; Fishery; Benthic zone; Percidae; Biology; Stocking; Ecology; Forage; Fish <Actinopterygii>","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003284771,0.0001340708,0.0002866621,0.0001150696,0.0001943836,0.00002848485,0.00007368739,0.00006462872,0.0001522048],"category_scores_gemma":[0.0001837889,0.0001394532,0.00001120386,0.0002606039,0.0005062004,0.0002474543,0.0002872721,0.0001056731,0.000003553885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159349,"about_ca_system_score_gemma":0.00001303568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006580088,"about_ca_topic_score_gemma":0.4667755,"domain_scores_codex":[0.9988783,0.00009520609,0.0002412296,0.0003316162,0.00009142817,0.0003622214],"domain_scores_gemma":[0.999487,0.0001528262,0.0001498791,0.00006209055,0.00000673545,0.0001414422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003966009,0.00001924984,0.9719779,0.00009859938,0.00006938417,0.00002858258,0.001793078,0.00001419375,0.000001388223,0.0005259825,0.02420873,0.001223277],"study_design_scores_gemma":[0.000615772,0.0003044912,0.9448047,0.000008461813,0.00002484144,0.000001396482,0.001464221,0.0003504194,0.000001787761,0.0003528962,0.05195672,0.0001142331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708247,0.00007890607,0.00003151841,0.01848492,0.00003942573,0.0006059553,0.00002100033,0.0000205671,0.009893076],"genre_scores_gemma":[0.9947169,0.0003655842,0.0001587658,0.004270704,0.000007675894,0.00004501421,0.0000205191,0.000007015521,0.0004078398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4601955,"threshold_uncertainty_score":0.9947168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556790053176674,"score_gpt":0.2214934288211837,"score_spread":0.205925528289417,"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."}}