{"id":"W4416605221","doi":"10.5256/f1000research.18055.r47202","title":"Referee report. For: Human activities and persistent coral reef degradation in Gaspar Strait, Bangka Belitung Islands, Indonesia [version 1; peer review: 3 approved with reservations]","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universitas Bangka Belitung; McMaster University","keywords":"Coral reef; Environmental degradation; Reef; Coral reef protection; Fishing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002354255,0.0001297439,0.000288789,0.00009455058,0.0002218745,0.00002968537,0.000188921,0.00005555906,0.0001342698],"category_scores_gemma":[0.0002769133,0.00009762921,0.00005504867,0.0002888195,0.0001651413,0.0003210058,0.0003544235,0.0002142736,0.0000158068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150354,"about_ca_system_score_gemma":0.00003012081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002870106,"about_ca_topic_score_gemma":0.006828313,"domain_scores_codex":[0.9976341,0.0001316094,0.0003175039,0.00039274,0.001204808,0.0003192496],"domain_scores_gemma":[0.9990473,0.0001158142,0.0001427419,0.0003140544,0.0003152284,0.00006488452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002012692,0.0001112816,0.8742688,0.000853845,0.00003461555,0.000009345286,0.0005116531,0.000006263525,0.00916258,0.0001019918,0.113361,0.001377292],"study_design_scores_gemma":[0.001022177,0.0008009124,0.8622366,0.0009914254,0.00002197243,0.00002081174,0.00239892,0.0001684676,0.0004852203,0.0001092613,0.1315173,0.0002269448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851114,0.0002075866,0.00001252681,0.008287936,0.00001831313,0.001068004,0.0000935819,0.00001310725,0.005187555],"genre_scores_gemma":[0.9223773,0.0001874879,0.0002824465,0.0000183987,0.00001656564,0.00009551394,0.0006299706,0.0000112931,0.07638098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07119343,"threshold_uncertainty_score":0.4338761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05619392700862239,"score_gpt":0.3285337210143821,"score_spread":0.2723397940057597,"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."}}