{"id":"W3215307507","doi":"","title":"What northern pike (Esox lucius) stomach contents reveal about post-management community dynamics in Lac La Biche, Alberta","year":2021,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Esox; Pike; Stocking; Predation; Perch; Fishery; Biology; Predator; Abundance (ecology); Invertebrate; Ecology; Competition (biology); Population; Fish <Actinopterygii>; Demography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002066722,0.0001400898,0.0001280558,0.0006279701,0.0005663024,0.0006324367,0.0002810926,0.0002187783,0.0006572749],"category_scores_gemma":[0.0002840696,0.0001352948,0.0001404622,0.0005827059,0.0004504807,0.0002270094,0.0002429186,0.0001922594,0.0001244785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00362752,"about_ca_system_score_gemma":0.001813042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8032722,"about_ca_topic_score_gemma":0.9573894,"domain_scores_codex":[0.9998796,0.000007969418,0.000004945795,0.00002449927,0.00003757541,0.00004553043],"domain_scores_gemma":[0.9996573,0.00001853431,0.0001039992,0.00001038527,0.0001026695,0.000107065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001122232,0.00003007219,0.9912053,0.00001449391,0.00002987563,0.00009161782,0.0007293742,0.0000814002,0.002412627,0.00001978821,0.000410726,0.004862418],"study_design_scores_gemma":[5.586289e-7,0.000006811623,0.9995691,0.00000209698,0.000002914886,0.000009061931,0.0002686751,0.00002625467,0.00002789523,0.000001260958,0.00008443818,8.555597e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999109,0.000130221,0.00001973128,0.00003670531,0.000001850418,0.000002215134,0.0001813931,0.000003204584,0.0005155855],"genre_scores_gemma":[0.9981498,0.0001627516,0.00006583852,0.00005392162,0.00000352449,0.000002765349,0.0004787678,0.000001376288,0.001081278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1967278,"threshold_uncertainty_score":0.3957726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914084440316448,"score_gpt":0.3494174213977237,"score_spread":0.3102765769945592,"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."}}