{"id":"W4403571260","doi":"10.1016/j.exis.2024.101562","title":"Assessing environmental liabilities of mining in Northern Australia: A case study of the McArthur River Mine","year":2024,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Mining industry; Environmental resource management; Environmental planning; Archaeology; Mining engineering; Geography; Environmental science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002345751,0.00009633265,0.0001256845,0.00001607343,0.00007939057,0.00003106606,0.000068084,0.00006032082,0.00001113141],"category_scores_gemma":[0.000008635351,0.00005726974,0.00005273377,0.0001209003,0.0002296383,0.00008126981,0.00006580319,0.0002744764,2.291603e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004715755,"about_ca_system_score_gemma":0.00000996129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005084967,"about_ca_topic_score_gemma":0.000108169,"domain_scores_codex":[0.9994522,0.00004883538,0.0001725427,0.0001007668,0.0001178805,0.0001077163],"domain_scores_gemma":[0.999627,0.0001937912,0.00003346428,0.0001269019,0.000005367682,0.00001348818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008623122,0.0002885997,0.2236486,0.0002610669,0.0006653274,0.0001513881,0.7204779,0.03659112,0.001483493,0.00003854219,0.0007179735,0.01566741],"study_design_scores_gemma":[0.0002437489,0.00006145598,0.07148284,0.0001196713,0.00008394006,0.00004432023,0.9213432,0.005534036,0.0004713917,0.000007022113,0.0005112027,0.00009714741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991137,0.0003204282,0.000009227563,0.00004218753,0.00008138816,0.0001776582,0.000008647959,0.00001438409,0.0002323808],"genre_scores_gemma":[0.9995472,0.00001696794,0.00001746974,0.000002467169,0.00003400377,0.000009090651,4.251122e-7,0.00001021925,0.0003621309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2008653,"threshold_uncertainty_score":0.2335392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275076576141205,"score_gpt":0.2580386637233356,"score_spread":0.2252878979619235,"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."}}