{"id":"W2477728365","doi":"10.1017/cbo9780511804472","title":"Coral Reef Conservation","year":2006,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coral reef; Resilience of coral reefs; Environmental issues with coral reefs; Coral reef protection; Reef; Aquaculture of coral; Fishery; Geography; Coral reef organizations; Coral bleaching; Fringing reef; Coral; Range (aeronautics); Atoll; Fishing; Habitat; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006418437,0.0002587132,0.0002923163,0.00004181545,0.0002159759,0.00002264889,0.0003163683,0.0001834305,0.00001993722],"category_scores_gemma":[0.000005550591,0.0002877558,0.0001241308,0.00001472297,0.000234797,0.00008961277,0.0008925425,0.0002250855,0.0001440028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006226122,"about_ca_system_score_gemma":0.00003983377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003558206,"about_ca_topic_score_gemma":0.0001652178,"domain_scores_codex":[0.9989097,0.00003852871,0.0001537491,0.0004100538,0.0002446347,0.000243314],"domain_scores_gemma":[0.9993681,0.00003620165,0.0001819483,0.0003108287,0.00002474664,0.00007812175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002488518,0.000009629685,0.0005619897,0.00003703441,0.00002500319,0.00009417788,0.000009127611,0.000001565807,0.00001734483,0.02600417,0.9726419,0.0005731299],"study_design_scores_gemma":[0.0002846972,0.00003544387,0.003498923,0.00004349165,0.00008377161,0.000006756082,0.000006965621,0.0000704988,0.00001990098,0.000008335332,0.9956239,0.0003172755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001122149,0.0000205906,0.00007187151,0.00003176829,0.0002371567,0.0003393892,0.0001247836,0.0001171218,0.9979352],"genre_scores_gemma":[0.0005490132,0.00001025862,0.00004630529,0.00008145353,0.0001107541,0.000001248482,0.0001256236,0.00002017719,0.9990551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02599584,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383223570625243,"score_gpt":0.1698937160003245,"score_spread":0.156061480294072,"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."}}