{"id":"W2519213759","doi":"10.1111/faf.12180","title":"Reproductive resilience: a paradigm shift in understanding spawner‐recruit systems in exploited marine fish","year":2016,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"California Sea Grant, University of California, San Diego; Institute of Chemical and Engineering Sciences","keywords":"Biological dispersal; Reproductive success; Biology; Ecology; Fish stock; Spawn (biology); Population; Fecundity; Fishing","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":[0.00320794,0.0007423363,0.001252811,0.00186276,0.0007121487,0.003091768,0.002395836,0.002469654,0.001807317],"category_scores_gemma":[0.002691328,0.0003561282,0.001004905,0.0009129329,0.006786547,0.007854889,0.00261026,0.004637937,0.0003596581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253972,"about_ca_system_score_gemma":0.001766599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003352785,"about_ca_topic_score_gemma":0.002386866,"domain_scores_codex":[0.9994305,0.000216951,0.00004220021,0.0001739575,0.00009044966,0.00004598525],"domain_scores_gemma":[0.9978192,0.001355037,0.0003072534,0.0001665912,0.0001881968,0.0001637427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003713886,0.0000485181,0.003797299,0.001717846,0.0001499568,0.0002329913,0.001546334,0.01884984,0.002284143,0.9071536,0.002751098,0.06143117],"study_design_scores_gemma":[0.000007686109,0.00009611774,0.004022012,0.00124031,0.00005858372,0.0003502097,0.001009732,0.03241511,0.0006457624,0.9151683,0.04490882,0.00007749019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07214162,0.4631696,0.3188186,0.1144559,0.001399159,0.00008819169,0.0004705883,0.0002561311,0.02920026],"genre_scores_gemma":[0.6086579,0.3130248,0.06263112,0.008079547,0.003796203,0.0002352055,0.0001726909,0.00009079879,0.003311775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003352785,"threshold_uncertainty_score":0.01696539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314784965057764,"score_gpt":0.2447800050421532,"score_spread":0.2016321553915756,"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."}}