{"id":"W7011370094","doi":"","title":"Marine mamal conservation governance in the Arctic","year":2023,"lang":"en","type":"book-chapter","venue":"Lauda (University of Lapland)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Overexploitation; Subsistence agriculture; Fur seal; Marine conservation; The arctic; Treaty; Corporate governance","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017337,0.00009643885,0.0001476377,0.00002763997,0.00006989361,0.000009022453,0.0004183857,0.0001097627,0.02526388],"category_scores_gemma":[0.00001230402,0.00009154835,0.00005367777,0.00007826155,0.0002116132,0.00009858616,0.0004438264,0.0002663236,0.0004374696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000799777,"about_ca_system_score_gemma":0.00001310644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01077998,"about_ca_topic_score_gemma":0.0299899,"domain_scores_codex":[0.9992042,0.00001991781,0.00007778916,0.000187445,0.0003718227,0.0001387829],"domain_scores_gemma":[0.9995496,0.00008972761,0.00009118879,0.0002331606,0.000008324895,0.00002801534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005512405,0.00009798479,0.6402852,0.0003154577,0.00009921233,0.001511534,0.002018483,0.00003833485,0.0000206671,0.1608805,0.1384078,0.05577357],"study_design_scores_gemma":[0.0003234996,0.0000642908,0.1920368,0.00002552323,0.00001430682,0.00000682355,0.0001253075,0.0001719653,2.838253e-7,0.007145444,0.7999475,0.000138223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002920834,0.000003138285,0.000007116073,0.001574353,0.00003506685,0.0001519733,0.00003498531,0.0000123026,0.9952602],"genre_scores_gemma":[0.01000171,0.0004330578,0.0001103468,0.0001499915,0.00001988863,2.604504e-7,0.00008128299,0.00001116678,0.9891923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6615397,"threshold_uncertainty_score":0.9958073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989971496137143,"score_gpt":0.1911035201933383,"score_spread":0.1712038052319669,"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."}}