{"id":"W3159085686","doi":"10.1016/j.ecolmodel.2021.109570","title":"Insights into the environmental conditions contributing to variability in the larval recruitment of the tropical sardine Sardinella lemuru","year":2021,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sardine; Pelagic zone; Sardinella; Fishery; Predation; Biology; Ichthyoplankton; Stock assessment; Biological dispersal; Larva; Oceanography; Ecology; Fish <Actinopterygii>; Population; Fishing; Demography","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":[0.0009251288,0.0001142202,0.0001872296,0.000009814223,0.0004099948,0.00003584591,0.0004868836,0.00008033549,0.00236354],"category_scores_gemma":[0.0003254974,0.00005351326,0.0001141751,0.0002950927,0.0003022605,0.00005296744,0.0009363877,0.0003918871,0.00003855217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247551,"about_ca_system_score_gemma":0.00001753091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008948043,"about_ca_topic_score_gemma":0.0001666037,"domain_scores_codex":[0.997713,0.000877413,0.0003226103,0.0003239164,0.0004135955,0.000349445],"domain_scores_gemma":[0.9986035,0.0008536891,0.00004919242,0.0004229574,0.000008186139,0.0000624422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006872747,0.001045712,0.8101963,0.000008981665,0.00003374034,0.00004429657,0.003459622,0.1676532,0.005488852,0.006696083,0.0002918927,0.005012604],"study_design_scores_gemma":[0.0005589914,0.0001928769,0.8490871,0.00001015215,0.00002682585,0.00001098984,0.001472152,0.09221182,0.001755281,0.01675338,0.03769895,0.0002214514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804997,0.0000160531,0.003386423,0.003802552,0.00006102186,0.0007005135,0.000007540812,0.000006568273,0.01151966],"genre_scores_gemma":[0.9985404,0.00004149347,0.0004081947,0.0007022129,0.00004109665,0.0001233806,0.000008199036,0.000004536177,0.0001304572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07544137,"threshold_uncertainty_score":0.9985484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741468752521515,"score_gpt":0.27650501736115,"score_spread":0.2290903298359348,"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."}}