{"id":"W2170120574","doi":"10.1139/f05-056","title":"Are marine protected areas a red herring or fisheries panacea?","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marine protected area; Fisheries management; Fishery; Panacea (medicine); Fishing; Fisheries science; Business; Marine reserve; Environmental resource management; Sustainability; Work (physics); Habitat; Environmental science; Ecology; Engineering; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003713352,0.0001343494,0.0002443954,0.00007479917,0.0005588828,0.0001893538,0.0002537348,0.00003178808,0.001959308],"category_scores_gemma":[0.0004058645,0.00008783497,0.00004228031,0.0003581998,0.0006213192,0.0005486027,0.00009079928,0.0001046967,0.00001032903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057027,"about_ca_system_score_gemma":0.0001403723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01570958,"about_ca_topic_score_gemma":0.4583953,"domain_scores_codex":[0.9989069,0.00003615724,0.000318713,0.0001734874,0.0002348941,0.0003298898],"domain_scores_gemma":[0.9991934,0.00005371987,0.000302427,0.00008458235,0.00001645698,0.0003493813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001870817,0.000008668145,0.9313568,0.00001342179,0.00001516435,0.00006906824,0.0007531058,0.00001244414,0.00003716897,0.00001172086,0.01192533,0.05577839],"study_design_scores_gemma":[0.0003025199,0.0003417702,0.7946117,0.0001131332,0.00002150103,0.0002974398,0.003343525,0.0008416944,0.00005551964,0.0007467512,0.1990771,0.0002473206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786123,0.0001483272,0.00001788713,0.01315617,0.0001854218,0.0001329208,0.000001891137,0.000008152232,0.00773691],"genre_scores_gemma":[0.9950846,0.00004394028,0.001853171,0.0003300344,0.0001215731,0.000006367025,2.159024e-7,0.000006033146,0.002554038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4426857,"threshold_uncertainty_score":0.998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406283878515113,"score_gpt":0.2045797630200699,"score_spread":0.1805169242349188,"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."}}