{"id":"W3166426989","doi":"10.5363/tits.26.1_65","title":"Which Way Should We Take at the Entrance of UN Decade of Ocean Science?","year":2021,"lang":"en","type":"article","venue":"TRENDS IN THE SCIENCES","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"Ocean science; Environmental science; Oceanography; 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":[0.02126749,0.0007748292,0.001296103,0.001537232,0.01360535,0.02160594,0.002881259,0.04565619,0.02348666],"category_scores_gemma":[0.05812465,0.0005896001,0.001619539,0.0009022214,0.0221832,0.03897902,0.009563373,0.0622325,0.007539174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006413877,"about_ca_system_score_gemma":0.03716245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0287568,"about_ca_topic_score_gemma":0.04784027,"domain_scores_codex":[0.9876414,0.003850338,0.0006822294,0.001198654,0.002919835,0.003707549],"domain_scores_gemma":[0.9559858,0.008083957,0.002101973,0.001497428,0.01147889,0.020852],"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":[0.0001437804,0.0001793904,0.00150444,0.000307379,0.00005641239,0.0002906159,0.002228907,0.0001405396,0.0004757438,0.2688702,0.6938493,0.0319533],"study_design_scores_gemma":[0.00004625979,0.00007209099,0.001483668,0.0009584551,0.00003101056,0.0001154008,0.0105614,0.0001442388,0.0002898984,0.1032809,0.8828748,0.0001417923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004426925,0.003345518,0.0004915652,0.9744588,0.01481979,0.000009540651,0.00004465504,0.00003613407,0.0063513],"genre_scores_gemma":[0.03618529,0.005777234,0.00285397,0.9237416,0.01014675,0.00009119682,0.00006570202,0.0001698771,0.02096843],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04565619,"threshold_uncertainty_score":0.1124746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170257874938964,"score_gpt":0.3074733562433143,"score_spread":0.2757707774939247,"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."}}