{"id":"W4317215149","doi":"10.3389/fmars.2022.1089049","title":"Ocean defenders and human rights","year":2023,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European Research Council; Natural Environment Research Council; Global Challenges Research Fund; Sight Research UK; Social Sciences and Humanities Research Council of Canada; UK Research and Innovation; Oak Foundation; Walton Family Foundation; David and Lucile Packard Foundation","keywords":"Human rights; Criminalization; Political science; Context (archaeology); Politics; Fundamental rights; Civil society; Law; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002906166,0.0002527688,0.0002382403,0.0008501544,0.004732789,0.00596093,0.0006477504,0.004856717,0.01740772],"category_scores_gemma":[0.004816511,0.0001337716,0.0002197119,0.0008495836,0.03266096,0.005206035,0.008325658,0.005099375,0.001044647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002819707,"about_ca_system_score_gemma":0.004162098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006577983,"about_ca_topic_score_gemma":0.006228399,"domain_scores_codex":[0.9971532,0.001150268,0.0001131449,0.0003291325,0.0004732756,0.0007809993],"domain_scores_gemma":[0.9971119,0.001436136,0.000461693,0.0002458917,0.0002416339,0.0005027302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006372852,0.00001164886,0.00140744,0.00004119257,0.000002096383,0.0001675206,0.004959872,0.00006814896,0.00007316199,0.9744059,0.006082412,0.01277427],"study_design_scores_gemma":[0.00001546782,0.0000327815,0.006112596,0.0007802774,0.000007250023,0.0004573466,0.01824847,0.0001338359,0.0002114158,0.5149785,0.4590003,0.00002180468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03276871,0.01197572,0.002890635,0.1167014,0.0005816871,0.00004571607,0.00005402155,0.00001907177,0.834963],"genre_scores_gemma":[0.8791031,0.009155017,0.001458466,0.02424299,0.0007811208,0.00009405313,0.00005310066,0.00002118462,0.08509092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01740772,"threshold_uncertainty_score":0.05823463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006380949562763238,"score_gpt":0.2346484598258592,"score_spread":0.228267510263096,"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."}}