{"id":"W2127778983","doi":"10.1071/mf10155","title":"Evaluating catch and mitigating risk in a multispecies, tropical, inshore shark fishery within the Great Barrier Reef World Heritage Area","year":2011,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"Marine and Tropical Sciences Research Facility; Queensland Government; Australian Government","keywords":"Fishery; Great barrier reef; Pelagic zone; Fishing; Fisheries management; Reef; Bycatch; Fisheries science; Geography; Biology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001716397,0.0001469183,0.0001788404,0.00008768818,0.0004245101,0.00005191184,0.0002636639,0.0001043845,0.004528081],"category_scores_gemma":[0.0003428385,0.00009296707,0.00002343339,0.0002610654,0.001113978,0.0001319971,0.001695259,0.000775923,0.00004538929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005468796,"about_ca_system_score_gemma":0.00001376854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02975225,"about_ca_topic_score_gemma":0.2605071,"domain_scores_codex":[0.9979299,0.0006253404,0.0002558271,0.0004478032,0.0002451504,0.0004959572],"domain_scores_gemma":[0.9992973,0.0002291395,0.00004010576,0.0003012282,0.00001784283,0.0001143967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001265532,0.00003063852,0.9848386,0.000009727431,0.00001108576,0.00004697901,0.002564961,0.00000237363,0.00110807,0.00007726222,0.0009342541,0.01024947],"study_design_scores_gemma":[0.0005747104,0.0002405456,0.9873824,0.00001458885,0.000007949741,0.00002370598,0.0005286573,0.003857037,0.0006423204,0.002476213,0.004106326,0.0001455894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832733,0.00006032938,0.000002293958,0.0003130127,0.00003990825,0.0003168922,0.000009959086,0.00001451193,0.01596979],"genre_scores_gemma":[0.9907819,0.00006046437,0.002125632,0.0001688758,0.000047188,0.00008983311,0.00001076181,0.00001400353,0.006701326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2307548,"threshold_uncertainty_score":0.9963819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002208007057156,"score_gpt":0.3193565137623318,"score_spread":0.2191357130566161,"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."}}