{"id":"W2678746350","doi":"","title":"Twenty five years of the Protocol on Antarctic environmental protection","year":2016,"lang":"en","type":"article","venue":"Australian Antarctic magazine","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antarctic treaty; Montreal Protocol; Protocol (science); Treaty; Environmental protection; Project commissioning; Work (physics); Publishing; Environmental resource management; Geography; Political science; Oceanography; Engineering; Environmental science; Meteorology; Law; Geology; Ozone layer; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002357621,0.0001346768,0.0001343879,0.00003431207,0.00008989628,0.000009772012,0.0003366804,0.00007097453,0.01361739],"category_scores_gemma":[0.00008703312,0.00008076742,0.0000899783,0.0001474401,0.0005519486,0.0001591345,0.0002110632,0.0001834121,0.00328314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003208975,"about_ca_system_score_gemma":0.00001497789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004099949,"about_ca_topic_score_gemma":0.0001972576,"domain_scores_codex":[0.998498,0.0001385834,0.0002205356,0.0003110411,0.0004048724,0.0004269487],"domain_scores_gemma":[0.9992983,0.00004578937,0.0001162024,0.0004102458,0.000002927829,0.0001265885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008085894,0.0009407726,0.3486918,0.00007589559,0.00007212279,0.00004919941,0.0002890529,0.00006225488,0.5614319,0.00007754036,0.02254755,0.06495328],"study_design_scores_gemma":[0.001087046,0.0006265576,0.9056751,0.00003962763,0.000009001268,0.00003167294,0.0000191937,0.00001652527,0.01740568,0.0003784402,0.0745739,0.0001372822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724439,4.093392e-7,0.00001690072,0.003532512,0.0001192112,0.0217772,0.00004327414,0.00002379896,0.002042758],"genre_scores_gemma":[0.9806802,0.000002654281,0.00005582206,0.000135898,0.0000371713,0.004263553,0.000001470744,0.00001411511,0.01480908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5569833,"threshold_uncertainty_score":0.9974929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897300202061394,"score_gpt":0.2585396024190432,"score_spread":0.2395666003984292,"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."}}