{"id":"W2165324342","doi":"10.1111/conl.12198","title":"Great Barrier Reef No‐Take Areas Include a Range of Disturbance Regimes","year":2015,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Oceanic and Atmospheric Administration; Great Barrier Reef Marine Park Authority","keywords":"Reef; Coral reef; Marine protected area; Disturbance (geology); Great barrier reef; Range (aeronautics); Coral; Environmental science; Geography; Habitat; Marine reserve; Fishery; Ecology; 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":[0.000313441,0.0001796475,0.0001866316,0.0007149741,0.0004648354,0.0006556935,0.0003133316,0.0001804848,0.001868532],"category_scores_gemma":[0.001621554,0.000114936,0.0001751126,0.0006890626,0.0004848787,0.0003587401,0.001070112,0.0002696215,0.0001618485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056711,"about_ca_system_score_gemma":0.0002267963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02100308,"about_ca_topic_score_gemma":0.06688923,"domain_scores_codex":[0.9995735,0.0001031228,0.00004912446,0.00007767732,0.0001307431,0.0000659059],"domain_scores_gemma":[0.9978828,0.0003046423,0.00113636,0.0002075071,0.0002014959,0.0002671002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008786107,0.00004361397,0.9861836,0.00006113463,0.0001005063,0.000138493,0.001187715,0.000176963,0.002254193,0.0001040627,0.0002323177,0.009429543],"study_design_scores_gemma":[9.454361e-7,0.00003040861,0.9989465,0.000006098507,0.000007896187,0.00007201792,0.0004800144,0.00005538107,0.00008883118,0.00002021127,0.00029023,0.000001501627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99741,0.00008210747,0.0001271703,0.00007106527,0.000002078271,0.00001099094,0.0001531961,0.000004931811,0.002138586],"genre_scores_gemma":[0.9994486,0.00004288861,0.0001052387,0.0000181142,0.000002880623,0.000006663716,0.0001279524,0.000001301252,0.0002463519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02100308,"threshold_uncertainty_score":0.04176164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242648734954039,"score_gpt":0.213484611571711,"score_spread":0.1910581242221706,"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."}}