{"id":"W4414474950","doi":"10.1093/jcbiol/ruaf052","title":"Size at maturity and fecundity of female American lobsters, <i>Homarus americanus</i> H. Milne Edwards, 1837 (Decapoda: Astacidea: Nephropidae), in the southern Gulf of St. Lawrence, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Crustacean Biology","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Fecundity; Sexual maturity; Spermatophore; Carapace; Maturity (psychological); Reproduction; Reproductive biology; Moulting","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001958115,0.000130921,0.00009924524,0.0007609577,0.0004818761,0.0002836174,0.0002076072,0.0001389781,0.0009250125],"category_scores_gemma":[0.0004260299,0.0001095716,0.0001311901,0.0004240496,0.000326697,0.0001963737,0.0001799461,0.0001333176,0.0001563946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668887,"about_ca_system_score_gemma":0.0007386697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5211074,"about_ca_topic_score_gemma":0.8137829,"domain_scores_codex":[0.9999287,0.000005542254,0.000004200003,0.0000198721,0.00002058009,0.00002101492],"domain_scores_gemma":[0.9996098,0.00003842194,0.0001089777,0.00001167952,0.0001361554,0.00009494416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003779027,0.000009362825,0.9972083,0.000004386673,0.00001294493,0.00003195633,0.0002011392,0.00004970162,0.0008752706,0.000008977201,0.0001112637,0.001448814],"study_design_scores_gemma":[6.280869e-7,0.000007215498,0.9997082,0.000001099818,0.000001880655,0.00001141655,0.0001275902,0.00004175973,0.00003444739,0.000001532122,0.00006328706,8.00073e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994898,0.00003219852,0.00001126893,0.000005219694,4.784425e-7,0.000001832065,0.0002599095,0.000001742963,0.000197539],"genre_scores_gemma":[0.9993063,0.00003147603,0.00003962743,0.000005881442,8.196012e-7,0.000003038924,0.0003599511,7.290408e-7,0.0002521891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4788926,"threshold_uncertainty_score":0.9634257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005828228539598885,"score_gpt":0.2265204059228458,"score_spread":0.2206921773832469,"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."}}