{"id":"W4310665430","doi":"10.1111/fog.12621","title":"Understanding factors influencing Atlantic herring (<scp><i>Clupea harengus</i></scp>) recruitment: From egg deposition to juveniles","year":2022,"lang":"en","type":"article","venue":"Fisheries Oceanography","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Atlantic herring; Clupea; Herring; Abiotic component; Fishery; Biology; Population; Pelagic zone; Juvenile; Biotic component; Fisheries management; Range (aeronautics); Ecology; Fishing; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005545325,0.0002273594,0.0001843413,0.0006872542,0.0002307675,0.0007218812,0.0001761286,0.0001719997,0.0008642565],"category_scores_gemma":[0.0007070404,0.00007044513,0.0002927015,0.0005502541,0.0001933007,0.0004355992,0.0002711797,0.0001631953,0.0001226216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297003,"about_ca_system_score_gemma":0.0008179137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665132,"about_ca_topic_score_gemma":0.04823092,"domain_scores_codex":[0.9998803,0.00002635086,0.00001897688,0.00002522638,0.00003205139,0.00001701969],"domain_scores_gemma":[0.9993717,0.0002000008,0.0002776794,0.000008368656,0.00009877454,0.00004351017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008756073,0.00007426174,0.7733018,0.003256291,0.0003648576,0.0004244559,0.0006614422,0.0009498624,0.01154248,0.0004537188,0.001767911,0.2071153],"study_design_scores_gemma":[0.00000194365,0.00007190799,0.9921402,0.0004531935,0.0001522662,0.0001459988,0.0006920506,0.0002298345,0.0005708196,0.0001186085,0.005414533,0.000008716203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807225,0.1095062,0.001700006,0.001600245,0.00005771678,0.00003551185,0.0006395728,0.00002078284,0.005717459],"genre_scores_gemma":[0.9412752,0.05527909,0.001491295,0.0003799942,0.00005435704,0.00002345058,0.0004470792,0.000003907233,0.001045659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01665132,"threshold_uncertainty_score":0.03310883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07841396739340384,"score_gpt":0.2475894558634866,"score_spread":0.1691754884700827,"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."}}