{"id":"W124942264","doi":"10.26749/rstpp.141.1.67","title":"Climate and climate change in the sub-Antarctic","year":2007,"lang":"en","type":"article","venue":"Papers and proceedings of the Royal Society of Tasmania","topic":"Climate variability and models","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Antarctic Survey; Met Office; McGill University; National Institute of Water and Atmospheric Research","keywords":"Climate change; Climatology; Environmental science; Climate commitment; Abrupt climate change; Geography; Effects of global warming; Global warming; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001459821,0.0001043325,0.0001474771,0.000006872553,0.0001651129,0.00001843737,0.0002008466,0.00006755254,0.00003940769],"category_scores_gemma":[0.00001586191,0.00006248688,0.00008495137,0.0001226391,0.0003670523,0.00009054221,0.0002893397,0.0001254091,0.000001084316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000252279,"about_ca_system_score_gemma":0.000001268049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000450412,"about_ca_topic_score_gemma":0.00009884046,"domain_scores_codex":[0.9991237,0.000006657224,0.0002046954,0.0001863796,0.0002043079,0.0002742478],"domain_scores_gemma":[0.9996861,0.00007410761,0.0001228077,0.00007172393,0.000008457852,0.00003682961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006437024,0.0001002869,0.9567879,0.0004234598,0.00001243612,1.826995e-7,0.01677351,0.0000143066,0.01968435,0.001398797,0.0002404378,0.004499959],"study_design_scores_gemma":[0.0004132402,0.00009444524,0.9897441,0.00009558035,0.00004754253,0.000005456216,0.00378879,0.002752468,0.001606577,0.0006132634,0.0006954783,0.0001430413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926773,0.0000976909,3.539474e-7,0.0009068509,0.00002370692,0.0002525492,0.00001021759,0.000005947631,0.006025402],"genre_scores_gemma":[0.9983143,0.0008145325,0.0003080148,0.0005237068,0.00001901011,0.000006720064,4.586129e-7,0.00000612578,0.000007165502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03295621,"threshold_uncertainty_score":0.2548141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313093640216818,"score_gpt":0.2222949168477235,"score_spread":0.2091639804455554,"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."}}