{"id":"W4386988487","doi":"10.1111/fme.12657","title":"Food availability influences angling vulnerability in muskellunge","year":2023,"lang":"en","type":"article","venue":"Fisheries Management and Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"U.S. Fish and Wildlife Service; U.S. Department of Agriculture","keywords":"Fishing; Forage; Biology; Nile tilapia; Fish <Actinopterygii>; Fishery; Ecology; Oreochromis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006568671,0.0001452392,0.00020606,0.00009082695,0.0002545646,0.00002249959,0.0001817048,0.00007750835,0.002085576],"category_scores_gemma":[0.00007033346,0.0001423586,0.00002699835,0.0004681334,0.0004739867,0.0002591631,0.001013996,0.0001123308,0.0004207204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007365273,"about_ca_system_score_gemma":0.000001630357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000541521,"about_ca_topic_score_gemma":0.01967463,"domain_scores_codex":[0.9986543,0.0000897677,0.0002468774,0.0004751221,0.00009919953,0.0004347388],"domain_scores_gemma":[0.999585,0.000113432,0.00005087197,0.0002085523,0.000003509451,0.00003858883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002475163,0.00005159807,0.9750929,0.00005982327,0.0000318266,0.00002147584,0.0003792853,0.0001378908,0.000001912174,0.0004143655,0.02227762,0.001506524],"study_design_scores_gemma":[0.0003065415,0.0001854391,0.9645688,0.000002776742,0.00001489399,3.83625e-7,0.0007768254,0.0002066119,0.000002935077,0.006934958,0.02685701,0.0001428067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340968,0.000009085646,0.00000586524,0.00184717,0.0002432776,0.0003931273,0.000002273513,0.000125271,0.06327716],"genre_scores_gemma":[0.9960248,0.0002074095,0.000174503,0.000712303,0.00001465959,0.0001937757,0.000008308762,0.000007146017,0.002657135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06192799,"threshold_uncertainty_score":0.9988266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699489574396974,"score_gpt":0.2191032586490695,"score_spread":0.2021083629050998,"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."}}