{"id":"W2007666343","doi":"10.1139/f04-150","title":"Assessing the potential for stock enhancement in the case of the Chesapeake Bay blue crab (<i>Callinectes sapidus</i>)","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Callinectes; Fishery; Chesapeake bay; Biology; Hatchery; Juvenile; Carapace; Stock (firearms); Crustacean; Fishing; Bay; Decapoda; Ecology; Geography; Estuary; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001443813,0.00006564998,0.000107568,0.00002620006,0.0006389954,0.00009775355,0.0003865427,0.00003470573,0.0003710991],"category_scores_gemma":[0.0002767087,0.00002934369,0.00004661004,0.0001779592,0.001385701,0.0002179417,0.0000235338,0.0001118418,8.81471e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004296197,"about_ca_system_score_gemma":0.000197657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979874,"about_ca_topic_score_gemma":0.1787144,"domain_scores_codex":[0.9992393,0.00009799421,0.0002520804,0.00009545135,0.00009280803,0.0002223172],"domain_scores_gemma":[0.999361,0.0002911361,0.0001766943,0.00008546956,0.000008044723,0.0000776895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004584744,0.0001501785,0.7430583,0.00003089403,0.00006807201,0.0002803409,0.02638011,0.006219541,0.002932981,0.001001443,0.01900399,0.2008283],"study_design_scores_gemma":[0.00115696,0.00116091,0.8495547,0.00009936005,0.000125666,0.003341613,0.06310745,0.02641992,0.001527493,0.005881596,0.04723564,0.0003887444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816026,0.0002333653,0.0002808677,0.01725195,0.0001682924,0.000133813,0.000001851188,4.203577e-7,0.0003268551],"genre_scores_gemma":[0.9979396,0.00001403076,0.0006320386,0.001289397,0.00006062394,0.000003382981,1.230719e-7,0.000001665554,0.00005914029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2004396,"threshold_uncertainty_score":0.8362719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961638702563646,"score_gpt":0.2513119192987457,"score_spread":0.2316955322731092,"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."}}