{"id":"W7074611155","doi":"","title":"Population structure and dynamics of the Atlantic mackerel (&lt;i&gt;Scomber scombrus&lt;/i&gt;) in the North Atlantic inferred from otolith chemical and shape signatures","year":2020,"lang":"en","type":"article","venue":"Flanders Marine Institute (Flanders Marine Institute)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Otolith; Population structure; Bay; Stock (firearms); Population; Stock assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008196864,0.0004570757,0.0005512008,0.00007355319,0.0002006779,0.0001098642,0.000503012,0.0001312935,0.00006189349],"category_scores_gemma":[0.00004186439,0.000306549,0.0001407715,0.0004269556,0.0006003929,0.0003555774,0.0006685693,0.0005858385,0.000004128464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000423451,"about_ca_system_score_gemma":0.0001027386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009083933,"about_ca_topic_score_gemma":0.02454528,"domain_scores_codex":[0.9979945,0.00009753557,0.0005431679,0.0005497269,0.0004484723,0.000366546],"domain_scores_gemma":[0.9990264,0.0001597631,0.0002369541,0.0003493014,0.00006821917,0.0001593209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001986867,0.0001099961,0.8905677,0.00008342158,0.000162184,0.000009402273,0.0003852524,0.002289147,0.0001152,0.1038141,0.0001753523,0.002089654],"study_design_scores_gemma":[0.002170275,0.0000465965,0.9125738,0.00006625389,0.0001613023,0.000007751126,0.00005865976,0.02684726,0.0000275813,0.05740214,0.0002089443,0.0004294435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955465,0.00002110175,0.0009856605,0.001735573,0.0002612572,0.0005867576,0.00001579697,0.0000385982,0.0008087878],"genre_scores_gemma":[0.996178,0.00001309266,0.00003709587,0.0004973176,0.0003237041,0.00001588207,0.002902205,0.00002099869,0.00001174741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04641193,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006289939542512701,"score_gpt":0.1971267683108027,"score_spread":0.19083682876829,"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."}}