{"id":"W2083719291","doi":"10.1016/j.ecoser.2014.11.007","title":"Measuring indicators of ocean health for an island nation: The ocean health index for Fiji","year":2015,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Recreation; Geography; Index (typography); Context (archaeology); Environmental resource management; Tourism; Portfolio; Stock assessment; Regional science; Natural resource economics; Environmental planning; Business; Fishery; Environmental science; Economics; Ecology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001772513,0.0001660044,0.000369355,0.00006008674,0.0003967833,0.00003807901,0.0004057247,0.00004119678,0.00001306536],"category_scores_gemma":[0.00001758736,0.0001136998,0.00007169756,0.000229688,0.00002040205,0.0002127188,0.0001846325,0.00005452851,0.00001077424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461117,"about_ca_system_score_gemma":0.0000736708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003360074,"about_ca_topic_score_gemma":0.07827832,"domain_scores_codex":[0.9983692,0.0001144327,0.0005143202,0.0003153446,0.0003379698,0.0003488009],"domain_scores_gemma":[0.9988322,0.00008814015,0.0005528139,0.0002876416,0.00004517196,0.0001940375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000232971,0.0002735037,0.9084115,0.006052715,0.0001715444,4.768443e-7,0.02764791,0.001203762,0.00001152217,0.0007858482,0.03934339,0.01586486],"study_design_scores_gemma":[0.007724403,0.00619991,0.2394304,0.001278494,0.00009355125,0.0000419952,0.04742221,0.05937261,0.0003205907,0.005840716,0.6307215,0.001553608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910316,0.0006749315,0.0003918491,0.003880681,0.0006404143,0.002280959,0.0002443389,0.00007185643,0.000783404],"genre_scores_gemma":[0.9990596,0.00001837137,0.0001304638,0.0003811377,0.0001977772,0.00005100469,0.00003813391,0.00001961335,0.0001039522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6689811,"threshold_uncertainty_score":0.9385407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04605320506876302,"score_gpt":0.2646928344411121,"score_spread":0.2186396293723491,"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."}}