{"id":"W4385495685","doi":"10.1007/s11160-023-09796-1","title":"Small-scale fishing has affected abundance and size distributions of deepwater snappers and groupers in the MesoAmerican region","year":2023,"lang":"en","type":"article","venue":"Reviews in Fish Biology and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alberta Museum","funders":"Summit Foundation; Save Our Seas Foundation; Rufford Foundation; Oak Foundation","keywords":"Fishing; Overfishing; Fishery; Capelin; Population; Habitat; Abundance (ecology); Biology; Oceanography; Geography; Ecology; Fish <Actinopterygii>; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003561711,0.0001600399,0.0001180816,0.0004231223,0.0002179549,0.0003102701,0.0002221247,0.0001262038,0.001043094],"category_scores_gemma":[0.0006685074,0.00006653215,0.0001942057,0.0005533147,0.0002835866,0.0001974046,0.0003271087,0.0001411418,0.00006892897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000333891,"about_ca_system_score_gemma":0.0003806289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05862246,"about_ca_topic_score_gemma":0.1160636,"domain_scores_codex":[0.9998555,0.00003021325,0.00001052542,0.0000455114,0.00002447892,0.00003376219],"domain_scores_gemma":[0.9995632,0.00006355996,0.0002046652,0.00002292236,0.00007231718,0.00007334667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006471462,0.00002465812,0.9671564,0.0002959303,0.0002170468,0.0002466241,0.0008001305,0.000214756,0.001808755,0.0001462782,0.000624237,0.02840045],"study_design_scores_gemma":[6.042845e-7,0.00001054842,0.9987161,0.00003919989,0.00003310862,0.00002913925,0.0003433283,0.0000416258,0.00006112956,0.00001649788,0.0007068727,0.000001771537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888315,0.009283977,0.0001183305,0.0002336813,0.00002167744,0.000004249,0.0002406866,0.000005504953,0.001260351],"genre_scores_gemma":[0.9959022,0.003641459,0.00006675924,0.00003383987,0.000008539545,0.000002551615,0.0001126091,0.000001603912,0.000230425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05862246,"threshold_uncertainty_score":0.1165625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04613255416484139,"score_gpt":0.2700135611424571,"score_spread":0.2238810069776157,"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."}}