{"id":"W7083166382","doi":"10.1002/aqc.70227","title":"Factors Affecting Bull Trout (<scp><i>Salvelinus confluentus</i></scp>) Abundance and Potential Displacement by Non‐Native Brook Trout (<scp><i>Salvelinus fontinalis</i></scp>) and Brown Trout (<scp><i>Salmo trutta</i></scp>) in Headwater Streams","year":2025,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Mitacs; University of Alberta; Alberta Environment and Parks","keywords":"Trout; Electrofishing; Brown trout; STREAMS; Habitat; Threatened species; Abundance (ecology); Fontinalis","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":[0.0004076746,0.0001717432,0.0001353645,0.0004104673,0.0005420243,0.0006872136,0.0002832634,0.0002061571,0.001084087],"category_scores_gemma":[0.0007294936,0.0001519755,0.0002959057,0.0003929579,0.0004971412,0.0002278301,0.0003113122,0.0002216113,0.00007711536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929928,"about_ca_system_score_gemma":0.001531857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4298647,"about_ca_topic_score_gemma":0.6992471,"domain_scores_codex":[0.9998112,0.00003559793,0.0000110361,0.00005016637,0.00004612437,0.00004583593],"domain_scores_gemma":[0.999469,0.0001118852,0.0001795474,0.00001952882,0.00008130662,0.0001388086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000432604,0.00001634261,0.9965112,0.000004422254,0.00004023796,0.00003572605,0.00009169177,0.000779754,0.001438783,0.00002905543,0.00006157919,0.0009480175],"study_design_scores_gemma":[0.000001024659,0.00001876526,0.9982973,0.000001551242,0.00001013034,0.0000119261,0.0002890562,0.001227074,0.0000738412,0.00001582696,0.00005188143,0.000001720619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997113,0.00001335017,0.000071714,0.0000111964,5.070233e-7,0.00000239609,0.00004404629,0.000002422416,0.0001430842],"genre_scores_gemma":[0.9997118,0.00001100123,0.00006707088,0.00000484866,6.399935e-7,0.000001715031,0.00006655147,7.077121e-7,0.0001356928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4298647,"threshold_uncertainty_score":0.8547252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009221532783280306,"score_gpt":0.2172213483622749,"score_spread":0.2079998155789946,"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."}}