{"id":"W2003452025","doi":"10.1038/488594a","title":"Scorecard for the seas","year":2012,"lang":"en","type":"letter","venue":"Nature","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Balanced scorecard; Index (typography); Psychological intervention; Global health; Indian ocean; Marine ecosystem; Environmental resource management; Oceanography; Business; Ecosystem; Environmental science; Psychology; Ecology; Computer science; Economic growth; Biology; Health care; Economics; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01040065,0.0005532433,0.00100943,0.001068605,0.003481888,0.004849539,0.001252046,0.01754826,0.01763796],"category_scores_gemma":[0.079386,0.000291777,0.0006901293,0.001321138,0.003425062,0.004435369,0.002637401,0.01485349,0.006391554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003842865,"about_ca_system_score_gemma":0.006470487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060698,"about_ca_topic_score_gemma":0.02194174,"domain_scores_codex":[0.9888375,0.004909466,0.001063305,0.0007165921,0.003394481,0.001078797],"domain_scores_gemma":[0.9759458,0.01115664,0.001119926,0.00145083,0.006405794,0.003921079],"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":[0.00005133984,0.00002449797,0.001803595,0.00002264744,0.000007742786,0.0001231107,0.00009395502,0.00006046866,0.00004572077,0.01693528,0.9478934,0.03293843],"study_design_scores_gemma":[0.000132217,0.0001496577,0.008742377,0.000387922,0.00001895897,0.0006602294,0.0006568622,0.001231712,0.0001266576,0.04597526,0.9418481,0.00007003419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002294374,0.001566417,0.001419005,0.9385787,0.01148048,0.0000463792,0.0002748667,0.00009667675,0.04424313],"genre_scores_gemma":[0.0648376,0.002304862,0.004176472,0.8199682,0.02524309,0.0003131255,0.0007386014,0.0001295845,0.08228847],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01763796,"threshold_uncertainty_score":0.0590049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008583636183964079,"score_gpt":0.2176193491737893,"score_spread":0.2090357129898253,"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."}}