{"id":"W4366166167","doi":"10.1039/d3su90010j","title":"UN Sustainable Development Goals 14 and 15 – Life below water, Life on land","year":2023,"lang":"en","type":"article","venue":"RSC Sustainability","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Eutrophication; Sustainable development; Environmental science; Environmental planning; Environmental resource management; Pollution; Natural resource economics; Water resource management; Business; Environmental protection; Environmental engineering; Economics; Ecology","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":[0.001071315,0.0002068078,0.0002049043,0.00007266024,0.0004630848,0.00006911121,0.0001559764,0.0001095528,0.000835316],"category_scores_gemma":[0.001412718,0.0001583714,0.00003528268,0.0003086332,0.000183978,0.0001197749,0.0004590113,0.0001505042,0.0004558172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005662529,"about_ca_system_score_gemma":0.0001507119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003349471,"about_ca_topic_score_gemma":0.00005052091,"domain_scores_codex":[0.9979998,0.0001015432,0.0002895724,0.000495702,0.0003209213,0.0007924567],"domain_scores_gemma":[0.9990618,0.0001926919,0.00004612843,0.0002815514,0.00004920963,0.0003686716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006822378,0.0009051538,0.9048995,0.001017913,0.000128377,0.0004420943,0.009112317,0.01732198,0.001687846,0.005799891,0.0344952,0.02350742],"study_design_scores_gemma":[0.0009823932,0.0001961815,0.7953277,0.00001292712,0.00002246925,0.000004590501,0.002060828,0.001410725,0.004294386,0.009378134,0.1857832,0.0005264843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996303,0.00002649798,0.0004213848,0.001427653,0.0001026501,0.0004396908,0.000007167164,0.0001113107,0.001160663],"genre_scores_gemma":[0.9950306,0.00001561421,0.0001124517,0.0002238214,0.00003707242,0.00003821372,0.0000256653,0.00001624927,0.004500278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151288,"threshold_uncertainty_score":0.9146125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006596766230654187,"score_gpt":0.2071434608931629,"score_spread":0.2005466946625087,"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."}}