{"id":"W3002416469","doi":"10.1017/s0025315419001243","title":"Mono- vs multifilament gillnets: effects on selectivity of narrow-barred Spanish mackerel Scomberomorus commerson in the Persian Gulf","year":2020,"lang":"en","type":"article","venue":"Journal of the Marine Biological Association of the United Kingdom","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fishery; Tuna; Mackerel; Fishing; Catfish; Biology; Fish ; Zoology","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":[0.001484511,0.0001566807,0.0003517403,0.00004280862,0.0001669082,0.0000269572,0.001157697,0.0001331939,0.0002777016],"category_scores_gemma":[0.002399313,0.00007197413,0.000282357,0.0008967794,0.0001623913,0.00006436898,0.0007246876,0.0007751043,0.000004089616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003680756,"about_ca_system_score_gemma":0.00002141374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008169264,"about_ca_topic_score_gemma":0.0000934265,"domain_scores_codex":[0.9969158,0.001388884,0.0004935487,0.0001550237,0.0007884247,0.0002583665],"domain_scores_gemma":[0.9975311,0.00113252,0.0009621999,0.0002449006,0.00006080171,0.00006848626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004717759,0.0003552261,0.9796684,0.00002089005,0.00006931132,0.00000435421,0.0006225139,0.0009265172,0.00736187,0.00006511047,0.008767763,0.001666203],"study_design_scores_gemma":[0.002273568,0.001500927,0.9399763,0.00005695836,0.00006200598,0.000008665825,0.0003096459,0.001633806,0.01025701,0.0004584939,0.04326015,0.0002024518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675625,0.000002602524,0.000007992432,0.02761643,0.0001600181,0.0003508292,0.0000104863,0.000005172504,0.004283989],"genre_scores_gemma":[0.9965987,0.00002033083,0.00007612434,0.003072602,0.00007279214,0.000003835006,0.00000394069,0.000007309046,0.0001443641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03969214,"threshold_uncertainty_score":0.3367486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915391767594649,"score_gpt":0.2397600110089108,"score_spread":0.2106060933329643,"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."}}