{"id":"W2294685169","doi":"10.1163/1937240x-00002392","title":"Preliminary investigation of direct age determination using band counts in the gastric mill of the blue swimmer crab (Portunus pelagicus Linnaeus, 1758) in two salt-water lakes in the Eastern Mediterranean","year":2015,"lang":"en","type":"article","venue":"Journal of Crustacean Biology","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Portunus pelagicus; Carapace; Biology; Crustacean; Salinity; Mediterranean sea; Mediterranean climate; Animal science; Zoology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002346321,0.0002900358,0.0001594959,0.0008748161,0.0003488782,0.000298343,0.0001721812,0.0002434038,0.0005081212],"category_scores_gemma":[0.0005613993,0.0001770842,0.0001793791,0.0003395796,0.0002558215,0.0002191844,0.0003359762,0.0001501101,0.000163716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145942,"about_ca_system_score_gemma":0.0001224578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005143885,"about_ca_topic_score_gemma":0.01975874,"domain_scores_codex":[0.9998608,0.00001746745,0.00001364383,0.00004187079,0.00004050407,0.00002578236],"domain_scores_gemma":[0.9995953,0.00005281878,0.0001312617,0.00001639656,0.0001469307,0.00005723246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457222,0.00003467618,0.8904431,0.00003543684,0.00002567255,0.0002797891,0.001525822,0.00003957596,0.1025243,0.00001900558,0.00003275444,0.004894088],"study_design_scores_gemma":[0.00000129439,0.0001073589,0.9973204,0.0000018379,0.00001123892,0.0001172951,0.0003568841,0.00008950917,0.001816125,0.000005181354,0.0001711044,0.000001881822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995975,0.00005158221,0.0001150123,0.000003959306,0.000001615298,0.000004476228,0.0000508877,0.000001382053,0.0001736186],"genre_scores_gemma":[0.9984018,0.0000835511,0.0008412257,0.00001939597,0.000005316793,0.00001589487,0.0001577612,0.000002562145,0.000472334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005143885,"threshold_uncertainty_score":0.01022786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033360859044532,"score_gpt":0.2895495885664713,"score_spread":0.239215979976026,"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."}}