{"id":"W1987630992","doi":"10.1080/02705060.2012.684893","title":"Quantifying inter-population variability in yellow perch sexual size dimorphism","year":2012,"lang":"en","type":"article","venue":"Journal of Freshwater Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perch; Sexual dimorphism; Biology; Abiotic component; Population; Population size; Fish <Actinopterygii>; Sexual maturity; Zoology; Fishery; Ecology; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001492673,0.0001188453,0.0002485913,0.0006827267,0.0003683631,0.0003601354,0.0003159118,0.0001483443,0.0005776255],"category_scores_gemma":[0.001762597,0.00009976703,0.000241064,0.000592044,0.000360638,0.0002548307,0.0002750878,0.000195676,0.00009066414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007513021,"about_ca_system_score_gemma":0.0005432071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08447876,"about_ca_topic_score_gemma":0.2447126,"domain_scores_codex":[0.9995002,0.0001218766,0.00003221861,0.0001595928,0.0001284897,0.00005773],"domain_scores_gemma":[0.9990669,0.0003112741,0.0002136367,0.0001394204,0.0002234367,0.00004533001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001999314,0.00001687854,0.9848932,0.00001100413,0.0001038413,0.0000179773,0.0003707834,0.0002934459,0.004563016,0.00006325324,0.0001029096,0.009543644],"study_design_scores_gemma":[6.579353e-7,0.00001449622,0.9989956,0.000002136522,0.000008457492,0.00001484533,0.0001352526,0.0004094684,0.0002212596,0.00003152031,0.0001638695,0.000002419224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977195,0.00007116682,0.001311064,0.0000110717,0.00000216793,0.00001150792,0.0002450206,0.00000987824,0.0006187417],"genre_scores_gemma":[0.9983948,0.00003298135,0.0009871869,0.00001312439,0.000001241824,0.00001128931,0.0003874384,0.000003267708,0.0001686607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08447876,"threshold_uncertainty_score":0.1679741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474887607224318,"score_gpt":0.2659776132771309,"score_spread":0.2412287372048877,"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."}}