{"id":"W4255756327","doi":"10.1139/cjfas-58-6-1058","title":"Biotic influences on habitat selection by young-of-year walleye (&lt;i&gt;Stizostedion vitreum&lt;/i&gt;) in the demersal stage","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stizostedion; Demersal zone; Habitat; Selection (genetic algorithm); Fishery; Percidae; Stage (stratigraphy); Biology; Ecology; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040526,0.0001324925,0.0002180355,0.00006896137,0.0004052464,0.0001439563,0.0004122925,0.0001138561,0.0001863404],"category_scores_gemma":[0.0003426474,0.00004991437,0.00005637696,0.0007825044,0.0008515838,0.0002773305,0.00001008551,0.0001839874,0.000002943084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003003196,"about_ca_system_score_gemma":0.0001500194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003171946,"about_ca_topic_score_gemma":0.104782,"domain_scores_codex":[0.9986129,0.0001988588,0.000396207,0.0001780213,0.0002748958,0.0003390815],"domain_scores_gemma":[0.9991048,0.0003838445,0.0002492327,0.00003701506,0.00004422966,0.0001808873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001072706,0.0001073461,0.869031,0.00001728496,0.00004276382,0.00005600166,0.002355254,0.00006030528,0.06773047,0.002396127,0.009439819,0.04865641],"study_design_scores_gemma":[0.0008631118,0.01290037,0.8309307,0.0004183509,0.00007393135,0.0004664801,0.01917858,0.001172368,0.002178691,0.003342096,0.1277081,0.0007671734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892932,0.0006528288,0.000003013083,0.008396384,0.0002081826,0.0000927291,0.0000118697,0.000003060292,0.001338778],"genre_scores_gemma":[0.9992068,0.0001606869,0.00005899682,0.0003369598,0.0001033609,0.000001720151,0.000002883825,7.320218e-7,0.0001278274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1182683,"threshold_uncertainty_score":0.9115534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228837721209963,"score_gpt":0.2149944303263568,"score_spread":0.1921106582053605,"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."}}