{"id":"W3202336154","doi":"10.3390/ani11102849","title":"Spotted Wolffish Broodstock Management and Egg Production: Retrospective, Current Status, and Research Priorities","year":2021,"lang":"en","type":"review","venue":"Animals","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Biodome; Espace pour la vie","funders":"Horizon 2020 Framework Programme; Nord universitet","keywords":"Broodstock; Biology; Population; Reproduction; Productivity; Fishery; Ecology; Aquaculture; Fish <Actinopterygii>; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001771846,0.0003447516,0.0004528525,0.001707136,0.0002076715,0.001133531,0.0005392269,0.0003879455,0.001198611],"category_scores_gemma":[0.001552296,0.0002132266,0.0003380711,0.002582481,0.0004985713,0.0008429852,0.0003699986,0.0004178522,0.0002209961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007294158,"about_ca_system_score_gemma":0.003406025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468816,"about_ca_topic_score_gemma":0.02229918,"domain_scores_codex":[0.9993867,0.00007886023,0.0001685871,0.0001361964,0.0001549926,0.0000746685],"domain_scores_gemma":[0.9984649,0.000394859,0.0006011809,0.00003001064,0.0003881224,0.0001208323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000249973,0.00008940509,0.09984144,0.0226305,0.000255896,0.0007855712,0.001097465,0.0005158922,0.002439626,0.00198214,0.008998617,0.8611134],"study_design_scores_gemma":[0.00002587956,0.000950826,0.4768905,0.01927427,0.001052738,0.004013291,0.004166267,0.0004187634,0.002543785,0.0007573431,0.4897992,0.0001071746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02796784,0.9663765,0.0003651693,0.0008505795,0.0001906573,0.00002719254,0.0006861816,0.0000201926,0.003515637],"genre_scores_gemma":[0.08834384,0.9089391,0.0007130613,0.0002375585,0.0001791415,0.00002900921,0.0008907304,0.000004784405,0.0006626809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01468816,"threshold_uncertainty_score":0.02920532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09219422683686404,"score_gpt":0.4102142648170437,"score_spread":0.3180200379801796,"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."}}