{"id":"W4285586438","doi":"10.1016/j.ocecoaman.2022.106273","title":"Sustainable development goal 14: To what degree have we achieved the 2020 targets for our oceans?","year":2022,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Sustainable development; Geography; Investment (military); Business; Sustainability; Millennium Development Goals; Environmental resource management; Economic growth; Political science; Developing country; Environmental planning; Environmental science; Ecology; Economics; Biology","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":[0.008941601,0.0009636836,0.0009688262,0.004959388,0.001147311,0.005654426,0.001175699,0.001206909,0.005414996],"category_scores_gemma":[0.01756447,0.0001782954,0.0006238558,0.007503863,0.001828473,0.007326151,0.003845043,0.002009473,0.002698929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005133217,"about_ca_system_score_gemma":0.01365575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03088135,"about_ca_topic_score_gemma":0.01677755,"domain_scores_codex":[0.9916605,0.001712456,0.0006041136,0.0007267334,0.004038852,0.001257391],"domain_scores_gemma":[0.9915793,0.001369256,0.001574642,0.0002745164,0.004443716,0.0007586343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001931471,0.0001654158,0.1103126,0.005669729,0.0002942449,0.0002548622,0.004039557,0.005830246,0.001321514,0.1290223,0.1799609,0.5629354],"study_design_scores_gemma":[0.00001741304,0.0002731229,0.1503773,0.004424589,0.0001378487,0.0002419091,0.0101677,0.002961649,0.002586507,0.05560532,0.7730502,0.0001563102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1825884,0.06098578,0.05617248,0.1056438,0.004598978,0.0007666187,0.06166889,0.001440727,0.5261345],"genre_scores_gemma":[0.8327313,0.04935795,0.03745941,0.009426457,0.0007987669,0.001156268,0.04268034,0.0004440879,0.02594552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03088135,"threshold_uncertainty_score":0.06140321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222123089507527,"score_gpt":0.2171122014876909,"score_spread":0.2048909705926156,"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."}}