{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002269348,0.000108286,0.000245693,0.0001467366,0.00003098564,0.000005744838,0.0004104378,0.000123865,0.00006142384],"category_scores_gemma":[0.0001767767,0.00005153095,0.00005454758,0.0002433663,0.0004615266,0.0001026802,0.00007011895,0.0003177185,0.000005546605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009360706,"about_ca_system_score_gemma":0.00004278868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001570602,"about_ca_topic_score_gemma":0.001075232,"domain_scores_codex":[0.998057,0.0008844534,0.0005660572,0.0001237336,0.0001596735,0.0002090458],"domain_scores_gemma":[0.9991603,0.0002179265,0.0003977903,0.0001675218,0.00002670673,0.00002973374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002599458,0.000117756,0.9710302,0.00001242403,0.000008474693,0.00006611631,0.01158279,0.00118001,0.01433167,0.00001279161,0.0004680132,0.0009297646],"study_design_scores_gemma":[0.002258973,0.001079138,0.9791208,0.00008209131,0.00006012927,0.0005593418,0.003899225,0.003549782,0.004514487,0.002493071,0.002185069,0.000197889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979407,0.0001575454,0.00002229905,0.0007912808,0.0003148781,0.000187842,0.000004670153,0.000001196402,0.0005796552],"genre_scores_gemma":[0.9994883,0.0000247285,0.00006801196,0.0003092681,0.00006848624,0.000001985997,0.000004882442,0.000005183077,0.00002918671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00981718,"threshold_uncertainty_score":0.2101371,"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."}}