{"id":"W2100890885","doi":"10.1093/icesjms/fsp261","title":"Ranking the ecological relative status of exploited marine ecosystems","year":2009,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Dalhousie University; Sight Research UK","keywords":"Ecosystem; Fishing; Marine ecosystem; Ranking (information retrieval); Ecological indicator; Ecology; Geography; Environmental science; Environmental resource management; Biology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002212919,0.0004218839,0.0002648114,0.008151405,0.0003488303,0.001538184,0.0003635192,0.0001792416,0.001404527],"category_scores_gemma":[0.00533173,0.0001346106,0.000420714,0.003718529,0.0003863775,0.0008782545,0.001294043,0.0002349507,0.0002497073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000730707,"about_ca_system_score_gemma":0.0004933686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003129,"about_ca_topic_score_gemma":0.008811587,"domain_scores_codex":[0.9989242,0.00028165,0.0001568954,0.0001103717,0.0004156032,0.0001112418],"domain_scores_gemma":[0.9949779,0.0009470911,0.001625933,0.0001735148,0.001726949,0.0005485472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002219252,0.00004434794,0.9558515,0.0001804329,0.0002511081,0.0001042737,0.0003363414,0.001545216,0.002838887,0.0005183682,0.0006356007,0.03747195],"study_design_scores_gemma":[0.000007800049,0.0002952352,0.9890113,0.00007288617,0.00007023794,0.0001923024,0.001121699,0.004801396,0.001379878,0.0007458534,0.002262599,0.00003879196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953561,0.0004039215,0.001197488,0.00004163725,0.00000786371,0.00002277394,0.0008529696,0.00001870748,0.002098577],"genre_scores_gemma":[0.9966592,0.0002149562,0.001775849,0.000005751902,0.000004777839,0.00001007457,0.0009324118,0.00000381557,0.0003931156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008151405,"threshold_uncertainty_score":0.01170313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222846425905059,"score_gpt":0.2766293777599035,"score_spread":0.254400913500853,"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."}}