{"id":"W1726426813","doi":"10.1139/f2011-173","title":"Life history schedule and periodic recruitment of female snow crab (<i>Chionoecetes opilio</i>) in the eastern Bering Sea","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North Pacific Research Board","keywords":"Carapace; Biology; Population; Homarus; Fishery; American lobster; Broodstock; Crustacean; Snow; Maturity (psychological); Offspring; Animal science; Zoology; Ecology; Demography; Fish <Actinopterygii>; Geography; Aquaculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009361862,0.00006175164,0.0001267823,0.00005964995,0.0001692961,0.00002613335,0.0001729126,0.0000336718,0.0003972987],"category_scores_gemma":[0.0002360619,0.00004111555,0.00001904468,0.00008635179,0.001357196,0.0002622854,0.00002917692,0.00008895598,0.000002635615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006750311,"about_ca_system_score_gemma":0.0001785659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002013692,"about_ca_topic_score_gemma":0.01636311,"domain_scores_codex":[0.9993464,0.00006504352,0.0001912368,0.00008168208,0.00008770607,0.0002278775],"domain_scores_gemma":[0.9994646,0.000105061,0.0001144276,0.00005501062,0.000003210273,0.0002577428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003165488,0.000008012396,0.9923921,0.000003802449,0.000002759357,0.000002958312,0.00550735,0.00001292522,0.00004250174,0.00009942858,0.0002230727,0.001701922],"study_design_scores_gemma":[0.0001439042,0.0002272051,0.983109,0.00002527907,0.000009109474,0.00005180491,0.008836621,0.0004636225,0.00002821583,0.0002159584,0.006815637,0.00007362867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994514,0.002345931,0.00001122368,0.001881297,0.0001870927,0.00007273438,7.113106e-7,6.231281e-7,0.0009863502],"genre_scores_gemma":[0.9988838,0.00004808468,0.0004634589,0.0005453465,0.00002516072,0.000002301662,1.241072e-7,0.000001501238,0.00003018306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01434941,"threshold_uncertainty_score":0.9130998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05957034673601654,"score_gpt":0.2364395938973159,"score_spread":0.1768692471612993,"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."}}