{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008005988,0.0002307049,0.0008061933,0.000100954,0.0001144439,0.00000674082,0.0006091893,0.000155749,0.0004158602],"category_scores_gemma":[0.0003379585,0.0001611675,0.000118589,0.0004840287,0.002252328,0.00006811888,0.0003427054,0.000454212,0.0000027091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036865,"about_ca_system_score_gemma":0.0002443638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09027668,"about_ca_topic_score_gemma":0.4358069,"domain_scores_codex":[0.9975878,0.0006272768,0.0008545514,0.000290501,0.0001915475,0.0004483089],"domain_scores_gemma":[0.9975305,0.0009641564,0.001031448,0.0003250647,0.00005002553,0.00009877062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005499157,0.0001905494,0.973508,0.00002984797,0.00008317303,0.00004000251,0.0007173606,0.00009533824,0.004498656,0.00009183142,0.01767587,0.002519471],"study_design_scores_gemma":[0.001037048,0.0007348388,0.9383639,0.00002447725,0.00007678088,0.000105736,0.007068524,0.00001669639,0.0007071624,0.000580215,0.05108869,0.0001959735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958822,0.0005125303,0.00004409205,0.001891792,0.0003352735,0.0001814973,0.0002107306,0.000003705413,0.0009382326],"genre_scores_gemma":[0.9976495,0.0002401292,0.0004015837,0.001386668,0.00004506195,0.000002130788,0.000009993895,0.000007744092,0.0002571842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3455302,"threshold_uncertainty_score":0.9157813,"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."}}