{"id":"W4393870975","doi":"10.1038/s44183-024-00058-6","title":"When will the BBNJ Agreement deliver results?","year":2024,"lang":"en","type":"article","venue":"npj Ocean Sustainability","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Knut och Alice Wallenbergs Stiftelse; Svenska Forskningsrådet Formas","keywords":"Agreement; Psychology; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1104023,0.001181753,0.001629798,0.002764313,0.01020883,0.0482481,0.004313842,0.0287629,0.05677716],"category_scores_gemma":[0.1853943,0.0008751004,0.002367585,0.00281802,0.007441984,0.0328391,0.008657149,0.02147919,0.04579665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01601679,"about_ca_system_score_gemma":0.07355951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03481775,"about_ca_topic_score_gemma":0.02303707,"domain_scores_codex":[0.9021394,0.02837112,0.004306908,0.004313203,0.04258518,0.01828422],"domain_scores_gemma":[0.9095184,0.02027625,0.00326234,0.005227429,0.04291166,0.01880399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009183132,0.0001058484,0.0006755432,0.000287054,0.00002584386,0.000133658,0.0006195556,0.0002450277,0.0001380202,0.2669092,0.7004907,0.03027767],"study_design_scores_gemma":[0.00004817043,0.00006027838,0.001172277,0.001413608,0.00002057351,0.00005269535,0.001941586,0.000216683,0.0003309697,0.06265369,0.9319829,0.0001066227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002035311,0.005464657,0.004875422,0.6743661,0.05255679,0.0002374259,0.001462668,0.000557311,0.2584443],"genre_scores_gemma":[0.1113794,0.01386703,0.02439381,0.5698547,0.01658557,0.001809216,0.004515587,0.002622203,0.2549724],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1104023,"threshold_uncertainty_score":0.5838699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005385868265749972,"score_gpt":0.2131610529993913,"score_spread":0.2077751847336413,"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."}}