{"id":"W4254097461","doi":"10.1163/20021975-99990290","title":"Maturity and Reproductive Cycle of the Female American Lobster, Homarus Americanus, in the Southern Gulf of St. Lawrence, Canada","year":2002,"lang":"en","type":"article","venue":"Journal of Crustacean Biology","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Spawn (biology); Homarus; Biology; Sexual maturity; Carapace; American lobster; Moulting; Reproductive cycle; Fishery; Animal science; Zoology; Reproduction; Ecology; Larva; Crustacean","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":[0.000154963,0.0001131366,0.0001659744,0.0007485228,0.0009029468,0.000335774,0.0002760134,0.0001286477,0.0008076371],"category_scores_gemma":[0.0003048018,0.0001228834,0.0001082963,0.0006727522,0.0003009737,0.0001636153,0.0002152866,0.000166483,0.0001826477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004849223,"about_ca_system_score_gemma":0.00284358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9240518,"about_ca_topic_score_gemma":0.9808956,"domain_scores_codex":[0.9999008,0.000006788736,0.000005142727,0.0000221278,0.00003479181,0.00003031668],"domain_scores_gemma":[0.9996116,0.0000195536,0.0000754837,0.000007734286,0.0001933214,0.00009242302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477042,0.0000363324,0.9856008,0.00001917464,0.00002776098,0.0001072367,0.00104341,0.0001048813,0.005238601,0.00004149278,0.0004988124,0.007133818],"study_design_scores_gemma":[0.000001975424,0.00001582593,0.9991804,0.000002776443,0.000004865611,0.00001968933,0.000319945,0.0000544105,0.00008634674,0.000002644469,0.0003088379,0.000002295005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987605,0.0001842412,0.0000209079,0.00002159003,0.000001061658,0.00000539267,0.0003668006,0.00000365301,0.0006359332],"genre_scores_gemma":[0.9978299,0.000196466,0.0001315116,0.00002631649,0.000001397127,0.000006445935,0.00059076,0.00000200993,0.001215182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07594818,"threshold_uncertainty_score":0.1527908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010730337411202,"score_gpt":0.217274771200817,"score_spread":0.206544433789615,"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."}}