{"id":"W2999730463","doi":"10.1071/mf18472","title":"Historical dynamics of the demersal fish community in the East and South China Seas","year":2020,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"","keywords":"Fishing; Fishery; Geography; Otter; Demersal zone; Abundance (ecology); Distribution (mathematics); Habitat; Estuary; China; Ecology; Oceanography; Biology","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":[0.0003915021,0.0001037555,0.0001207414,0.001170397,0.0003694563,0.0002911679,0.0002147132,0.0001339107,0.0005570782],"category_scores_gemma":[0.0009251636,0.0001175055,0.0001464025,0.001072121,0.0004052196,0.0004241325,0.0004912618,0.0001570566,0.00007810418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006677194,"about_ca_system_score_gemma":0.0003772558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03617102,"about_ca_topic_score_gemma":0.09070608,"domain_scores_codex":[0.9998741,0.00001964053,0.00001627563,0.00003797476,0.00002583141,0.00002604345],"domain_scores_gemma":[0.9994509,0.00005902109,0.0002109845,0.00004536366,0.0001282515,0.0001055851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001233046,0.000006781375,0.9946133,0.000008921136,0.00001945304,0.0000693649,0.0008781521,0.0001648563,0.0006859523,0.00005576178,0.0000687018,0.003416534],"study_design_scores_gemma":[3.844578e-7,0.00000461424,0.9992824,0.000002465137,0.000002821928,0.0000223803,0.0002972792,0.0002146152,0.00003557713,0.000009440046,0.0001263556,0.000001570574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997553,0.00002406923,0.00002793312,0.00001209133,4.29384e-7,0.00000101839,0.00005764735,0.000001106414,0.0001203131],"genre_scores_gemma":[0.9995746,0.00004439029,0.00006493161,0.00000543659,0.000001248896,0.000003983575,0.0001760808,7.240827e-7,0.0001286089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03617102,"threshold_uncertainty_score":0.07192093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06389536083164837,"score_gpt":0.2665870570908431,"score_spread":0.2026916962591947,"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."}}