{"id":"W2465095434","doi":"","title":"Merging Acoustic and Reproductive Data with Dispersal Models to Improve Recruitment Indices in European Anchovy","year":2014,"lang":"en","type":"article","venue":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Fishery; Anchovy; Fisheries management; Biological dispersal; Political science; Sociology; Fish <Actinopterygii>; Population; Demography; Fishing; Biology","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":[0.00411328,0.0009809162,0.00084965,0.001438154,0.000461658,0.001229145,0.001381481,0.001137885,0.001516676],"category_scores_gemma":[0.01085245,0.0006424528,0.001105678,0.001293938,0.0002310387,0.001699788,0.001242328,0.0007045449,0.0008678669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005961413,"about_ca_system_score_gemma":0.000995075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04403431,"about_ca_topic_score_gemma":0.04829768,"domain_scores_codex":[0.9994541,0.0002090149,0.00005234759,0.0001923058,0.00003940043,0.00005279928],"domain_scores_gemma":[0.9970578,0.001986363,0.0001796174,0.0002077698,0.000441568,0.0001269156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008439778,0.0006685736,0.2278031,0.0001902391,0.001018593,0.0001993868,0.0003794682,0.4818769,0.004674824,0.0006828587,0.006347331,0.2753146],"study_design_scores_gemma":[0.00006399632,0.00007306031,0.04419772,0.00003116384,0.0001611088,0.00003668147,0.0001311417,0.9532626,0.0008676446,0.0006208427,0.0005105939,0.00004350159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335303,0.001044097,0.05938555,0.0005364871,0.0001830806,0.00006035122,0.001979748,0.001439193,0.001841215],"genre_scores_gemma":[0.9438421,0.0002988217,0.0487189,0.00010714,0.00008713226,0.0000778933,0.005148786,0.0002510875,0.001468195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04403431,"threshold_uncertainty_score":0.087556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2218773960251139,"score_gpt":0.3382556775889448,"score_spread":0.1163782815638309,"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."}}