{"id":"W2084698589","doi":"10.1071/mf12361","title":"Ecological effects of trawling fisheries on the eastern Australian continental shelf: a modelling study","year":2013,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"NSW Department of Primary Industries; Directorate for Biological Sciences; University of British Columbia","keywords":"Trawling; Fishing; Fishery; Bottom trawling; Continental shelf; Marine ecosystem; Submarine pipeline; Bycatch; Ecosystem; Oceanography; Geography; Environmental science; Ecology; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008856127,0.0001502372,0.0002038462,0.00006778463,0.0002814982,0.0001887889,0.000411895,0.00006626395,0.01451658],"category_scores_gemma":[0.00008553526,0.00008643454,0.00004588613,0.0002333475,0.0005945707,0.0001743586,0.00136936,0.0005265625,0.0002190424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003619956,"about_ca_system_score_gemma":0.000006258863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02218288,"about_ca_topic_score_gemma":0.002694189,"domain_scores_codex":[0.9977275,0.0003567444,0.0002367147,0.0003653273,0.0007398803,0.0005738378],"domain_scores_gemma":[0.999059,0.0004049188,0.00002732172,0.0003318201,0.00003597898,0.0001409284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008169871,0.000496104,0.9827428,0.0000400435,0.00002625693,0.00003896828,0.0009221405,0.0000331105,0.0007704303,0.00005039949,0.003033423,0.01176467],"study_design_scores_gemma":[0.004408072,0.01109865,0.6890767,0.0000673379,0.00004088972,0.00002391186,0.00867767,0.1631846,0.01012502,0.006704257,0.1055283,0.001064595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549068,0.000001774174,0.00001290145,0.001554738,0.00002576145,0.001138758,0.0000018908,0.00001437379,0.042343],"genre_scores_gemma":[0.9842516,0.00001689434,0.0001122804,0.00005806417,0.00004101563,0.0002367532,0.000003983083,0.00001429799,0.01526516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.293666,"threshold_uncertainty_score":0.9863843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0588874163517479,"score_gpt":0.2841781353456586,"score_spread":0.2252907189939106,"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."}}