{"id":"W4416615573","doi":"10.5256/f1000research.18055.r43390","title":"Referee report. For: Human activities and persistent coral reef degradation in Gaspar Strait, Bangka Belitung Islands, Indonesia [version 1; referees: 2 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":[0.001328342,0.0001415592,0.0002658595,0.0001363276,0.0002682458,0.00003963735,0.0002017455,0.00007563589,0.0001093239],"category_scores_gemma":[0.0001160794,0.0001092995,0.00004965674,0.0002947687,0.0002004761,0.0003593536,0.0003914255,0.0002296923,0.00001404857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587019,"about_ca_system_score_gemma":0.00003271901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004614282,"about_ca_topic_score_gemma":0.01586786,"domain_scores_codex":[0.9979604,0.0001264882,0.0003102542,0.0004383826,0.0007988379,0.000365644],"domain_scores_gemma":[0.9991724,0.0001403839,0.0001380306,0.000328606,0.000148366,0.00007223237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003702754,0.0001201288,0.9671004,0.0002031351,0.00003560968,0.000008941171,0.0008218728,0.00001589361,0.01933233,0.0002232219,0.01065839,0.00110975],"study_design_scores_gemma":[0.001253559,0.001034463,0.9680142,0.0002288708,0.00001315036,0.00001603949,0.005746569,0.0003069506,0.0009542842,0.0002067161,0.02201218,0.0002129468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914833,0.00002837256,0.00001845352,0.001611377,0.00001871104,0.0008017296,0.00009035509,0.00001669878,0.005931015],"genre_scores_gemma":[0.9720374,0.00002207176,0.0003370604,0.000005881849,0.00001725718,0.00007448252,0.0004267163,0.00001217846,0.02706695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02113594,"threshold_uncertainty_score":0.8854641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04989965672671095,"score_gpt":0.3128548647780683,"score_spread":0.2629552080513574,"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."}}