{"id":"W4226281582","doi":"10.1163/22116427_013010008","title":"Due Diligence and Compliance with the Protocol on Environmental Protection to the Antarctic Treaty","year":2022,"lang":"en","type":"article","venue":"The Yearbook of Polar Law Online","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Due diligence; Treaty; Antarctic treaty; Compliance (psychology); Diligence; Protocol (science); Environmental law; International law; Political science; Montreal Protocol; Law; Business; International trade; Environmental resource management; Law and economics; Sociology; Geography; Environmental science; Psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002593773,0.00009263029,0.00007150875,0.00000671353,0.000491615,0.0000151235,0.0003801338,0.00001038483,0.0006851399],"category_scores_gemma":[0.00000526768,0.00004389668,0.00002093713,0.00007298307,0.0003693547,0.00004870441,0.0003110768,0.0001935122,0.00006408916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141662,"about_ca_system_score_gemma":0.000005027849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589996,"about_ca_topic_score_gemma":0.001078112,"domain_scores_codex":[0.999058,0.0001274036,0.0001038264,0.0001695538,0.0004183392,0.0001228813],"domain_scores_gemma":[0.9995687,0.00004905297,0.00006798447,0.0002876282,0.000002627258,0.00002401346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01517218,0.0101807,0.05113923,0.0002873703,0.0008492535,0.0001604516,0.04225159,0.102677,0.5642723,0.110224,0.006808852,0.09597705],"study_design_scores_gemma":[0.001438328,0.003683734,0.2732281,0.00008505795,0.00006744709,0.0002202379,0.001616059,0.007375057,0.01859491,0.00234784,0.6907859,0.0005572594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353878,0.00001755358,0.0001266995,0.01769552,0.00004658804,0.03956085,0.0002040557,0.0000325504,0.006928314],"genre_scores_gemma":[0.9906642,4.107502e-7,0.0001833842,0.001020369,0.00004640321,0.00698446,0.00000415473,0.00001173108,0.001084907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6839771,"threshold_uncertainty_score":0.7501802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158592290552957,"score_gpt":0.2505864701521656,"score_spread":0.2347272410968699,"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."}}